{"meta":{"query_hash":"d1b4e6dc5d21","filters":{"venue":"Evidence-Based Toxicology"},"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/d1b4e6dc5d21","api":"https://metacan.xera.ac/api/v1/cohort?venue=Evidence-Based+Toxicology"},"results":[{"id":"W4400414104","doi":"10.1080/2833373x.2024.2375113","title":"Evidence on the effects of flame retardant substances at ecologically relevant endpoints: a systematic map protocol","year":2024,"lang":"en","type":"article","venue":"Evidence-Based Toxicology","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Environment Research Council; Hokkaido University; Centre for Environment, Fisheries and Aquaculture Science; University of Glasgow; Simon Fraser University; Department for Environment, Food and Rural Affairs, UK Government; UK Research and Innovation; Masarykova Univerzita; University of Birmingham","keywords":"Fire retardant; Protocol (science); Hazard; Environmental health; Environmental science; Biology; Medicine; Ecology; Chemistry; Organic chemistry","score_opus":0.03387965357990117,"score_gpt":0.283267865145018,"score_spread":0.24938821156511684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400414104","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001308283,0.0072230436,0.0038027407,0.0012702527,0.0003085437,0.9672948,0.016382132,0.00024772968,0.002162493],"genre_scores_gemma":[0.0016263905,0.006590382,0.009338212,0.00059506693,0.000074111435,0.9774654,0.0031664707,0.000031973635,0.0011120251],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.96900237,0.009681473,0.012904834,0.0023290522,0.004662918,0.0014192752],"domain_scores_gemma":[0.9275755,0.0319345,0.0147904735,0.0041945726,0.018744893,0.0027600888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.058553033,0.004768535,0.01257995,0.036040794,0.0036998596,0.007862184,0.0056117843,0.0078683235,0.08074832],"category_scores_gemma":[0.10128857,0.00390144,0.010259399,0.020289125,0.0038872894,0.009498391,0.0077128387,0.003913039,0.013463778],"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":[0.0016628117,0.00016684596,0.0008746131,0.9142319,0.0012118293,0.00073559926,0.0024065892,0.0008294723,0.0014806141,0.0034873514,0.025644898,0.047267366],"study_design_scores_gemma":[0.0041283676,0.00101844,0.005188502,0.7494015,0.0059920843,0.0006925501,0.0026052566,0.00062769465,0.0014960965,0.006813094,0.2217091,0.00032731867],"about_ca_topic_score_codex":0.005526945,"about_ca_topic_score_gemma":0.008192229,"teacher_disagreement_score":0.08074832,"about_ca_system_score_codex":0.012022339,"about_ca_system_score_gemma":0.0545113,"threshold_uncertainty_score":0.3096617},"labels":[],"label_agreement":null},{"id":"W4402864048","doi":"10.1080/2833373x.2024.2399944","title":"Evidence-based approaches to managing Canadian oil sands tailing pond waste: tighter regulations and greater transparency are needed","year":2024,"lang":"en","type":"article","venue":"Evidence-Based Toxicology","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; Dalhousie University; Simon Fraser University; University of Guelph","funders":"World Health Organization","keywords":"Oil sands; Transparency (behavior); Business; Waste management; Environmental science; Tailings; Environmental resource management; Environmental planning; Natural resource economics; Environmental economics; Engineering; Economics; Political science; Geography; Archaeology; Law; Chemistry","score_opus":0.1318377800433251,"score_gpt":0.27041217933642814,"score_spread":0.13857439929310303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402864048","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012977937,0.169805,0.015025819,0.79068685,0.008662262,0.0018648313,0.00083721534,0.0001889418,0.011631235],"genre_scores_gemma":[0.079201534,0.34551078,0.26520273,0.2917723,0.00868076,0.0046847435,0.0018486882,0.00016683867,0.0029316556],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.8291438,0.09973684,0.027053067,0.00465541,0.036677077,0.0027337733],"domain_scores_gemma":[0.30354083,0.4503496,0.03771885,0.019661514,0.17740116,0.011328115],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.22528544,0.0024996581,0.005639975,0.016898539,0.0055527072,0.02208445,0.013924315,0.01826857,0.008570031],"category_scores_gemma":[0.5263809,0.0020587111,0.005811322,0.011920284,0.008217715,0.014892492,0.0088549135,0.021364167,0.0018919061],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035897637,0.0005126724,0.0071074245,0.11611477,0.0053463485,0.0005370256,0.0032675713,0.0032897668,0.0006417763,0.06859223,0.31912658,0.47510484],"study_design_scores_gemma":[0.0007175022,0.00025372647,0.005620534,0.44626677,0.0042093527,0.00023708577,0.0036405083,0.0036639997,0.0006553268,0.079442844,0.45483282,0.0004595265],"about_ca_topic_score_codex":0.14727949,"about_ca_topic_score_gemma":0.3133965,"teacher_disagreement_score":0.8527205,"about_ca_system_score_codex":0.034054823,"about_ca_system_score_gemma":0.1841489,"threshold_uncertainty_score":0.95536095},"labels":[],"label_agreement":null},{"id":"W4406270319","doi":"10.1080/2833373x.2024.2443410","title":"Systematic review methods in environmental health: a critical interpretive synthesis to inform the evolution of systematic review guidance","year":2024,"lang":"en","type":"article","venue":"Evidence-Based Toxicology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","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":"McMaster University; Impact","funders":"National Council for Air and Stream Improvement","keywords":"Systematic review; Engineering ethics; Management science; Environmental planning; Psychology; MEDLINE; Political science; Environmental science; Engineering","score_opus":0.4712982345289953,"score_gpt":0.5614201650963901,"score_spread":0.09012193056739487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406270319","genre_codex":"methods","genre_gemma":"review","domain_codex":"methods","domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":"methods","domain_consensus":"methods","prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018911298,0.24555606,0.4300903,0.20111336,0.02811763,0.08112407,0.0037655474,0.0016191255,0.0067228526],"genre_scores_gemma":[0.01945779,0.06906132,0.76952046,0.017396057,0.0031575419,0.11947845,0.0007477744,0.00048681395,0.0006937298],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.12375752,0.7241244,0.10812388,0.010857152,0.030980567,0.002156489],"domain_scores_gemma":[0.077499434,0.777234,0.029684115,0.0320607,0.081280194,0.0022415973],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.74806434,0.0064988793,0.021488193,0.06632637,0.008035787,0.0326094,0.013705699,0.017180694,0.010597142],"category_scores_gemma":[0.8571885,0.0076739285,0.017751383,0.039599013,0.0264496,0.03659327,0.025384065,0.023264771,0.003724353],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005047871,0.000117840435,0.0012216088,0.4797754,0.0064196866,0.0005286906,0.042788893,0.0034299425,0.00074623624,0.18692848,0.0729678,0.20457056],"study_design_scores_gemma":[0.00060996815,0.00019181753,0.0006112749,0.68629223,0.0032400293,0.00024359353,0.007476434,0.0038448994,0.00068121013,0.18263824,0.11377029,0.00040002077],"about_ca_topic_score_codex":0.007433504,"about_ca_topic_score_gemma":0.008864025,"teacher_disagreement_score":0.25193566,"about_ca_system_score_codex":0.03478595,"about_ca_system_score_gemma":0.10876257,"threshold_uncertainty_score":0.31068158},"labels":[],"label_agreement":null},{"id":"W4409413502","doi":"10.1080/2833373x.2025.2480543","title":"Reporting quality of systematic review protocols in environmental and occupational toxicology: a meta-epidemiology study protocol","year":2025,"lang":"en","type":"article","venue":"Evidence-Based Toxicology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Protocol (science); Environmental epidemiology; Environmental toxicology; Epidemiology; Environmental health; Occupational exposure; Medicine; Toxicology; Biology; Pathology; Alternative medicine; Internal medicine; Toxicity","score_opus":0.9183172894409052,"score_gpt":0.6690172978865584,"score_spread":0.2492999915543468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409413502","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":"reporting","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":"reporting","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010129565,0.0019451167,0.014856384,0.001967165,0.0013187928,0.95921504,0.017761964,0.00058149785,0.0013410263],"genre_scores_gemma":[0.00075707014,0.00026381423,0.0076780915,0.00019337708,0.000035259058,0.9903448,0.0005674548,0.000031082436,0.00012896491],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.4390319,0.24475579,0.25424606,0.021460764,0.03446523,0.0060402667],"domain_scores_gemma":[0.29656073,0.37699884,0.09853817,0.07677847,0.14435034,0.0067734993],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4577753,0.006582144,0.01814774,0.030819368,0.0060622664,0.013511509,0.007103538,0.013797135,0.06548708],"category_scores_gemma":[0.66840535,0.00922798,0.021227134,0.027149685,0.010003592,0.013786298,0.010480232,0.011717512,0.015558262],"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":[0.010764778,0.0004934207,0.0042849043,0.72205275,0.008036844,0.0007614063,0.010255466,0.0030661405,0.002216474,0.022848116,0.1108417,0.104378045],"study_design_scores_gemma":[0.03983378,0.0017147199,0.012045316,0.6370065,0.0113749225,0.0007315426,0.004451116,0.0077272304,0.0055938377,0.04914826,0.22911197,0.0012607839],"about_ca_topic_score_codex":0.0044647288,"about_ca_topic_score_gemma":0.0040828157,"teacher_disagreement_score":0.98185223,"about_ca_system_score_codex":0.01927673,"about_ca_system_score_gemma":0.08494762,"threshold_uncertainty_score":0.6686596},"labels":[],"label_agreement":null},{"id":"W4413988591","doi":"10.1080/2833373x.2025.2548563","title":"‘Grey literature’ in systematic reviews and evidence syntheses on Environmental Health & Toxicology topics: a survey protocol","year":2025,"lang":"en","type":"article","venue":"Evidence-Based Toxicology","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":0,"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":"Australian Research Council","keywords":"Grey literature; Protocol (science); Medicine; MEDLINE; Alternative medicine; Chemistry; Pathology","score_opus":0.14704446761619405,"score_gpt":0.41121594073435586,"score_spread":0.2641714731181618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413988591","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015418729,0.00039938866,0.005539363,0.0018709323,0.000312715,0.9847104,0.004171118,0.00014752056,0.0013067729],"genre_scores_gemma":[0.00072050287,0.00035867296,0.007201677,0.00044089666,0.000042205415,0.99042344,0.00049284456,0.000009861485,0.00030985003],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.87732214,0.07260819,0.03362557,0.0044909115,0.006655008,0.005298139],"domain_scores_gemma":[0.7872328,0.10662767,0.020294083,0.014265298,0.05705428,0.014525828],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.23582236,0.0030049998,0.005012771,0.012241252,0.0054171234,0.0061107683,0.0039179097,0.0089234365,0.08932918],"category_scores_gemma":[0.1797672,0.005056792,0.006255397,0.009523705,0.00516841,0.01128835,0.010207142,0.011448623,0.03591705],"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":[0.0141870435,0.0051638098,0.008076625,0.21316381,0.0006942727,0.0017761823,0.04236731,0.0047826325,0.004412893,0.02933927,0.29091606,0.38512012],"study_design_scores_gemma":[0.022296796,0.0063196956,0.020333605,0.13259685,0.00063291704,0.00094432925,0.031464115,0.0038186624,0.0027565951,0.0364637,0.7414732,0.00089958485],"about_ca_topic_score_codex":0.0024827325,"about_ca_topic_score_gemma":0.004070445,"teacher_disagreement_score":0.7641776,"about_ca_system_score_codex":0.01274262,"about_ca_system_score_gemma":0.08096041,"threshold_uncertainty_score":0.9423671},"labels":[],"label_agreement":null}]}