{"id":"W7068525489","doi":"","title":"Drugs to avoid","year":2023,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Wildlife Conservation and Criminology Analyses","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Drug; Essential drugs; Drug industry; Drug approval; Pharmaceutical industry; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00262693,0.0005367949,0.0006175613,0.001527472,0.005042435,0.004451335,0.0007456416,0.006331036,0.06410556],"category_scores_gemma":[0.01287655,0.0004097418,0.001042221,0.0009711031,0.002326818,0.001597783,0.001773716,0.006648286,0.02116096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007604242,"about_ca_system_score_gemma":0.0206674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1098739,"about_ca_topic_score_gemma":0.3818728,"domain_scores_codex":[0.9928987,0.0008532356,0.0004032484,0.0004103503,0.004431725,0.00100275],"domain_scores_gemma":[0.9896231,0.002535359,0.0006979691,0.000441683,0.005265478,0.001436376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003285098,0.00002065493,0.0007384327,0.00009800012,0.000006327179,0.00009657429,0.0001184463,0.00001669459,0.0001311166,0.008078432,0.9675242,0.02313833],"study_design_scores_gemma":[0.00001074833,0.00002155734,0.002196337,0.0001780419,0.00001018862,0.0001331412,0.0001578942,0.00001509308,0.000117382,0.0009782176,0.9961724,0.000009018494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004187242,0.01645975,0.0008321026,0.4163062,0.02074935,0.0002604159,0.003606296,0.000373031,0.5372257],"genre_scores_gemma":[0.02606822,0.01117217,0.003156239,0.5018869,0.005555582,0.00019012,0.002632656,0.0002610918,0.449077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1098739,"threshold_uncertainty_score":0.2184687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517056350911555,"score_gpt":0.1930914757275381,"score_spread":0.1779209122184225,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}