{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"c693ea6f5f54","filters":{"venue":"Biological Sciences"}},"results":[{"id":"W4387109953","doi":"10.55006/biolsciences.2023.3301","title":"Pharmacotherapy of obesity weight loss maintenance and risk reduction","year":2023,"lang":"en","type":"article","venue":"Biological Sciences","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Calgary","keywords":"Pharmacotherapy; Phentermine; Orlistat; Obesity; Medicine; Context (archaeology); Bupropion; Intensive care medicine; Topiramate; Weight loss; Sibutramine; Psychological intervention; Psychiatry; Internal medicine; Epilepsy; Smoking cessation","authors":[{"name":"Rehan Naqvi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05209297762649385,"gpt":0.3516827040125641,"spread":0.2995897263860702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003031447,0.0002488569,0.0003372313,0.0005186109,0.0001932183,0.0003965306,0.000238115,0.0003318147,0.002190018],"category_scores_gemma":[0.0004520568,0.00006475255,0.0003607384,0.00024701,0.0001655918,0.0002835688,0.0003628364,0.0009027236,0.0004683517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509512,"about_ca_system_score_gemma":0.0004422313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004492497,"about_ca_topic_score_gemma":0.001458844,"domain_scores_codex":[0.9997856,0.00008368016,0.00002082916,0.00001912153,0.00006982982,0.00002092397],"domain_scores_gemma":[0.999913,0.00002557104,0.00002633338,0.000004411165,0.00002114611,0.000009613256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000484322,0.0006171045,0.001180888,0.003273105,0.0001679473,0.0002046875,0.00006360219,0.0003271091,0.00666063,0.004000396,0.01365903,0.9693611],"study_design_scores_gemma":[0.001528561,0.007085537,0.0672065,0.01343973,0.001238932,0.005506259,0.0005049388,0.003916839,0.01651084,0.01839323,0.8645549,0.0001137184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04348356,0.8840656,0.01120467,0.02055536,0.001786845,0.0003128968,0.0003648887,0.0003467365,0.03787957],"genre_scores_gemma":[0.2072158,0.7557518,0.01784017,0.006270058,0.002910086,0.0003245803,0.0002953534,0.00004236384,0.009349691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002190018,"threshold_uncertainty_score":0.007326365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381295423","doi":"10.55006/biolsciences.2023.3205","title":"Osteoarthritis: Nutrition and lifestyle intervention","year":2023,"lang":"en","type":"article","venue":"Biological Sciences","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Calgary","keywords":"Medicine; Osteoarthritis; Physical therapy; Disease; Quality of life (healthcare); Weakness; Degeneration (medical); Osteoporosis; Internal medicine; Surgery; Pathology; Alternative medicine","authors":[{"name":"Rehan Naqvi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05144758827733301,"gpt":0.3148180574206242,"spread":0.2633704691432912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006145549,0.0003758083,0.0005486457,0.0004919567,0.0004420293,0.000649424,0.000308984,0.0007507395,0.01006497],"category_scores_gemma":[0.001095883,0.00009399752,0.0005209888,0.0004151024,0.000130728,0.0003254359,0.0005434955,0.001046379,0.001061047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005609535,"about_ca_system_score_gemma":0.001492228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002625822,"about_ca_topic_score_gemma":0.005561406,"domain_scores_codex":[0.9996345,0.0001443403,0.00002809069,0.00003379035,0.000105423,0.00005377093],"domain_scores_gemma":[0.9998053,0.00003359817,0.00003515153,0.00000578552,0.00004385317,0.00007628774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001666463,0.008441288,0.004476502,0.005977336,0.0004667142,0.00009714028,0.0001393724,0.0001205537,0.0008448504,0.001925296,0.03633486,0.9395096],"study_design_scores_gemma":[0.01309616,0.0160485,0.2537697,0.05147174,0.003303726,0.001416918,0.001376329,0.001584015,0.001578775,0.01882534,0.6374151,0.0001137954],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1502484,0.61612,0.00429693,0.08020674,0.008439838,0.002904599,0.001909488,0.0003209616,0.135553],"genre_scores_gemma":[0.4472793,0.449263,0.02116239,0.02792015,0.004866175,0.003948777,0.001633342,0.00004887252,0.04387807],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01006497,"threshold_uncertainty_score":0.03367066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}