{"id":"W3043363813","doi":"10.1097/jcp.0000000000001266","title":"Statistics Commentary Series. Commentary No. 42: Minimization","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Psychopharmacology","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Library science; Psychiatry; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01864377,0.001509641,0.003005733,0.003814592,0.004219064,0.005114933,0.005775678,0.03844499,0.07563408],"category_scores_gemma":[0.1712406,0.001926142,0.004296639,0.003763244,0.003230489,0.004015708,0.00247772,0.0306404,0.03940387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01271686,"about_ca_system_score_gemma":0.02522174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0262219,"about_ca_topic_score_gemma":0.03008517,"domain_scores_codex":[0.9785532,0.006566428,0.002527103,0.001678338,0.009365689,0.001309323],"domain_scores_gemma":[0.8945928,0.05404692,0.004471773,0.003094426,0.03832898,0.005465164],"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":[0.00002101835,0.000003372613,0.00001619941,0.0001373473,0.00000894806,0.00001561792,0.000008883186,0.000009688327,0.000009405305,0.0003707636,0.9979529,0.001445806],"study_design_scores_gemma":[0.0001592549,0.00001820038,0.0002833166,0.001436717,0.00005037611,0.00006962606,0.00004151655,0.00009867539,0.00005702877,0.003185185,0.9945711,0.00002892062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006435315,0.002557962,0.0001594079,0.7956738,0.1925262,0.0002031448,0.001743757,0.0001300622,0.006941278],"genre_scores_gemma":[0.0008996131,0.001504533,0.000329766,0.8874552,0.09191874,0.0005528314,0.0004267269,0.0001234768,0.01678916],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07563408,"threshold_uncertainty_score":0.2530212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5103370026933072,"score_gpt":0.6218493604379933,"score_spread":0.1115123577446862,"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."}}