{"id":"W2805167392","doi":"10.1097/jcp.0000000000000865","title":"Statistics Commentary Series","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Psychopharmacology","topic":"Mental Health Research Topics","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Library science; Series (stratigraphy); Psychiatry; Psychology; Family medicine; Medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01490047,0.0008693376,0.00150073,0.003970906,0.00164815,0.003604473,0.002534161,0.007371665,0.2118328],"category_scores_gemma":[0.1702752,0.0008622894,0.001692643,0.004448855,0.001114454,0.001883571,0.001442303,0.008140649,0.07274248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005717733,"about_ca_system_score_gemma":0.01580567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01688953,"about_ca_topic_score_gemma":0.02036171,"domain_scores_codex":[0.9858184,0.004724884,0.00179285,0.001215366,0.005673241,0.0007752257],"domain_scores_gemma":[0.8747368,0.05684873,0.005511027,0.004998122,0.0530014,0.004903937],"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":[0.00002200454,0.000001770138,0.00002827137,0.00008924324,0.000006079534,0.000006671416,0.000003608196,0.00001002845,0.000004087461,0.000358679,0.9968925,0.002577031],"study_design_scores_gemma":[0.00006924178,0.00001139516,0.0003672306,0.0007811185,0.00001548979,0.00002779031,0.00001741466,0.0000530964,0.00002935365,0.00115667,0.9974604,0.00001099681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0002750315,0.007325666,0.00176249,0.5950953,0.2532321,0.000927526,0.05629899,0.0007091698,0.08437365],"genre_scores_gemma":[0.007854932,0.01419852,0.003321012,0.5015535,0.2202998,0.004680844,0.03446588,0.001371069,0.2122544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7881672,"threshold_uncertainty_score":0.7086512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2017667918626583,"score_gpt":0.6273677915692626,"score_spread":0.4256009997066044,"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."}}