{"meta":{"query_hash":"0aa58e1f9e1e","filters":{"venue":"Nano LIFE"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/0aa58e1f9e1e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Nano+LIFE"},"results":[{"id":"W1989019478","doi":"10.1142/s1793984414500081","title":"Inhaled Titanium Dioxide Nanoparticles: A Review of Their Pulmonary Responses with Particular Focus on the Agglomeration State","year":2014,"lang":"en","type":"review","venue":"Nano LIFE","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Université de Montréal","funders":"","keywords":"Agglomerate; Economies of agglomeration; Nanoparticle; Inhalation; Inhalation exposure; Nanotechnology; Toxicity; Aerosol; Particle size; Chemistry; Titanium dioxide; Materials science; Environmental chemistry; Chemical engineering; Environmental science; Medicine; Metallurgy; Organic chemistry","score_opus":0.03820056152836856,"score_gpt":0.28803695086852027,"score_spread":0.2498363893401517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989019478","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00076240976,0.9978644,0.00032688765,0.00017805655,0.0001557038,0.0000057306975,0.000029184595,0.00000868422,0.0006689253],"genre_scores_gemma":[0.0023162074,0.9964594,0.0003196043,0.00017210984,0.00017118757,0.000009840638,0.00003187342,0.0000031569678,0.00051665783],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998,0.000035060377,0.00003686338,0.00005049412,0.000060368286,0.000017134076],"domain_scores_gemma":[0.9996568,0.000160711,0.00006477639,0.000009818367,0.00008581166,0.000022049504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044161163,0.0008345283,0.00107553,0.0019884375,0.00019059442,0.0008812383,0.0005761481,0.0010199313,0.0013916979],"category_scores_gemma":[0.0004916419,0.00036839713,0.00063673896,0.0019736944,0.00033899283,0.0011179178,0.0003924443,0.0007932894,0.00068675366],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027020698,0.0002619658,0.0007203562,0.07370001,0.00023938969,0.0005626015,0.00028146294,0.001873188,0.02864922,0.0033155445,0.026706435,0.86341953],"study_design_scores_gemma":[0.000019003735,0.0008483781,0.004683976,0.009566914,0.00051184127,0.002928295,0.0002287592,0.00049775746,0.007077488,0.0018933603,0.9716752,0.0000690273],"about_ca_topic_score_codex":0.0007794295,"about_ca_topic_score_gemma":0.001111532,"teacher_disagreement_score":0.0019884375,"about_ca_system_score_codex":0.00044091212,"about_ca_system_score_gemma":0.00083689654,"threshold_uncertainty_score":0.004655719},"labels":[],"label_agreement":null},{"id":"W2039376950","doi":"10.1142/s1793984411000414","title":"EFFECT OF ALENDRONATE-CONTAINING COATINGS ON OSTEOINTEGRATION INTO POROUS TANTALUM IN A CORTICAL BONE MODEL","year":2011,"lang":"en","type":"article","venue":"Nano LIFE","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Osseointegration; Coating; Osteolysis; Implant; Materials science; Cortical bone; Fixation (population genetics); Biomedical engineering; Tantalum; Calcium; Dentistry; Surgery; Chemistry; Medicine; Composite material; Metallurgy; Anatomy","score_opus":0.018965999589448414,"score_gpt":0.2682683179301451,"score_spread":0.2493023183406967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039376950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978242,0.0007768561,0.001023986,0.000009411161,0.000009925712,0.000014508612,0.00003831832,0.000013154336,0.00028965162],"genre_scores_gemma":[0.99645364,0.0005411189,0.0025133481,0.000010281593,0.0000029088394,0.0000109845905,0.000051984585,0.000009810848,0.000406015],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999819,0.000029816,0.000017432534,0.000034532484,0.000059005906,0.00004034716],"domain_scores_gemma":[0.9997888,0.000058467172,0.000067055385,0.000029207098,0.00003182703,0.000024594445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024750197,0.00034778417,0.0002659208,0.0002599541,0.00010989972,0.00023703065,0.00021157427,0.0002868675,0.00033281615],"category_scores_gemma":[0.0003473069,0.0002499257,0.00032373203,0.00019416741,0.0002533655,0.00013872236,0.00018137987,0.00022886602,0.00006250363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013898856,0.000016272383,0.000073354444,0.000031594154,0.000006529971,0.000030426132,0.00001359449,0.00009056942,0.9990038,0.000012835164,0.000003665564,0.00057831133],"study_design_scores_gemma":[0.000018716064,0.0005918422,0.0018182362,0.0000036690064,0.000027901056,0.000081246864,0.00001766302,0.00081462134,0.99631906,0.000009908509,0.0002919649,0.000005036092],"about_ca_topic_score_codex":0.0018595849,"about_ca_topic_score_gemma":0.0027917512,"teacher_disagreement_score":0.0018595849,"about_ca_system_score_codex":0.00018481647,"about_ca_system_score_gemma":0.00026222056,"threshold_uncertainty_score":0.0036975741},"labels":[],"label_agreement":null},{"id":"W2070836916","doi":"10.1142/s1793984414410013","title":"A Facile Strategy for <i>In Situ</i> Controlled Delivery of Doxorubicin with a pH-Sensitive Injectable Hydrogel","year":2014,"lang":"en","type":"article","venue":"Nano LIFE","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Prodrug; Self-healing hydrogels; Doxorubicin; Drug delivery; Ethylene glycol; Controlled release; Chemistry; Drug; Conjugate; Materials science; Nanotechnology; Pharmacology; Biophysics; Biomedical engineering; Combinatorial chemistry; Chemotherapy; Biochemistry; Polymer chemistry; Medicine; Organic chemistry; Surgery","score_opus":0.012264201869271196,"score_gpt":0.2255726995705028,"score_spread":0.21330849770123161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070836916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8174081,0.005237336,0.15972582,0.0008877851,0.00029892483,0.00023493273,0.000569636,0.001071842,0.014565669],"genre_scores_gemma":[0.96080536,0.0015872733,0.031294487,0.0002327821,0.000043723154,0.00008287209,0.00016321012,0.000073781106,0.0057164817],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999281,0.000010138604,0.0000071389927,0.000024387347,0.000015808864,0.000014292502],"domain_scores_gemma":[0.9999485,0.000007720773,0.000024847704,0.000005038205,0.0000053846557,0.000008528686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009788878,0.00034750978,0.00012843158,0.00012055465,0.00010516098,0.00023273053,0.00023367708,0.00023760129,0.00095391204],"category_scores_gemma":[0.00009215105,0.00016358102,0.00017097562,0.000060734863,0.00018820667,0.00039735794,0.00018594685,0.00036401878,0.00040028503],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014377073,0.000008345018,0.000018582828,0.000035970475,0.0000014974696,0.000028559658,0.000010606753,0.00005752469,0.99792117,0.0003549668,0.00006903543,0.0014792891],"study_design_scores_gemma":[0.0000042704482,0.000049483417,0.00009082837,0.0000016462067,0.0000025244713,0.00009815767,0.000003376811,0.00039152443,0.99719137,0.000031451473,0.0021314311,0.000003975465],"about_ca_topic_score_codex":0.00025850305,"about_ca_topic_score_gemma":0.00029052733,"teacher_disagreement_score":0.00095391204,"about_ca_system_score_codex":0.00023695835,"about_ca_system_score_gemma":0.00020317207,"threshold_uncertainty_score":0.003191173},"labels":[],"label_agreement":null},{"id":"W2109482687","doi":"10.1142/s1793984412410073","title":"LIGHT-INDUCED AGGREGATION OF NANOPARTICLES FUNCTIONALIZED WITH 7-AMINO-4-METHYLCOUMARIN","year":2012,"lang":"en","type":"article","venue":"Nano LIFE","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nanoparticle; Nanomedicine; Amination; Dynamic light scattering; Reductive amination; Nanotechnology; Chemistry; Molecule; Particle (ecology); Materials science; Combinatorial chemistry; Organic chemistry; Catalysis","score_opus":0.018618177980635215,"score_gpt":0.23380341285572412,"score_spread":0.2151852348750889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109482687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919012,0.0005934981,0.0060197623,0.00008260286,0.000022636033,0.000018297858,0.00004269589,0.000079922065,0.0012393479],"genre_scores_gemma":[0.9943678,0.00028957636,0.0040754313,0.00006107162,0.00001110945,0.000014691561,0.000072877745,0.000020355044,0.0010870103],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986386,0.000021731274,0.000007565833,0.000036442772,0.00004418719,0.000026193129],"domain_scores_gemma":[0.9998585,0.00004334251,0.000040395695,0.00001510358,0.000026907743,0.000015703516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018530346,0.00026497248,0.00016607426,0.00017823714,0.00012790972,0.00020195992,0.00013894237,0.0003837232,0.00029878938],"category_scores_gemma":[0.00020827037,0.00012721978,0.00022228174,0.000081438826,0.00022336503,0.00018088506,0.00013899339,0.00026945013,0.00018052667],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012497792,0.000005492406,0.00003651135,0.000008648138,0.0000020770185,0.000015159483,0.000008633627,0.00005146186,0.9994418,0.000038192473,0.00001137222,0.0003681802],"study_design_scores_gemma":[0.0000024017686,0.000036306476,0.00036138625,6.7238375e-7,0.000003048227,0.000019306144,0.0000025074796,0.00073096674,0.9985441,0.000011338895,0.00028641996,0.0000015520313],"about_ca_topic_score_codex":0.00050661806,"about_ca_topic_score_gemma":0.00063000683,"teacher_disagreement_score":0.00050661806,"about_ca_system_score_codex":0.0003296357,"about_ca_system_score_gemma":0.00011807695,"threshold_uncertainty_score":0.0023916364},"labels":[],"label_agreement":null},{"id":"W2602942704","doi":"10.1142/s1793984417300023","title":"Recent View on Pectin-Based Polysaccharide Nanoscience and Their Biological Applications","year":2017,"lang":"en","type":"article","venue":"Nano LIFE","topic":"Dendrimers and Hyperbranched Polymers","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Pectin; Nanomaterials; Nanotechnology; Biocompatibility; Polysaccharide; Materials science; Nanochemistry; Chemistry; Organic chemistry; Food science","score_opus":0.04711293174767099,"score_gpt":0.28845106348280464,"score_spread":0.24133813173513363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602942704","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051555866,0.9577707,0.0058824685,0.0051583755,0.0027926087,0.000010257572,0.00009298429,0.000057083795,0.023079932],"genre_scores_gemma":[0.0339539,0.9489029,0.0034285893,0.0028677303,0.0029831042,0.000012916556,0.00013051394,0.00001817525,0.0077022403],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998692,0.000016527232,0.000010206923,0.00003969777,0.000049389455,0.000014895795],"domain_scores_gemma":[0.9996712,0.00012307779,0.00003711061,0.000014357935,0.0001244291,0.000029870504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003525794,0.00040576773,0.00033561542,0.0009071188,0.0002866575,0.0008083339,0.0003237271,0.000724717,0.0032487449],"category_scores_gemma":[0.00036279391,0.00015272915,0.00023401799,0.001357649,0.0004231175,0.0015306628,0.0005144427,0.0012178394,0.0009909265],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002757091,0.000119189055,0.0011042783,0.01875712,0.00014048364,0.0011234286,0.00057192193,0.0008778854,0.17677276,0.05671057,0.053313978,0.69023263],"study_design_scores_gemma":[0.000006861662,0.00014730099,0.0012861091,0.0008911902,0.00013584866,0.0016302883,0.00030020985,0.00052666717,0.030448567,0.01541174,0.9491803,0.00003488663],"about_ca_topic_score_codex":0.00021790834,"about_ca_topic_score_gemma":0.0004993315,"teacher_disagreement_score":0.0032487449,"about_ca_system_score_codex":0.00041028846,"about_ca_system_score_gemma":0.0004357986,"threshold_uncertainty_score":0.010868132},"labels":[],"label_agreement":null}]}