{"id":"W4253271769","doi":"10.1176/appi.pn.2014.5b8","title":"Journal Digest","year":2014,"lang":"fr","type":"article","venue":"Psychiatric News","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009369686,0.001060886,0.0008974048,0.003289943,0.001485747,0.005764762,0.001603692,0.00265434,0.8963794],"category_scores_gemma":[0.007733467,0.0005486379,0.0007487023,0.00227302,0.0004278965,0.002978217,0.00229885,0.002353945,0.8528121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001594548,"about_ca_system_score_gemma":0.00234923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002435252,"about_ca_topic_score_gemma":0.003641714,"domain_scores_codex":[0.9989403,0.0001127315,0.00008409737,0.0001633401,0.0005459906,0.0001536009],"domain_scores_gemma":[0.9946779,0.0006567356,0.0002377374,0.0006315081,0.002730181,0.00106599],"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":[0.00001661909,0.00001966944,0.00006241857,0.00008009507,0.000001431657,0.0000248934,0.00001012229,0.00000881168,0.00006492397,0.0004646045,0.9665403,0.03270603],"study_design_scores_gemma":[0.000006375952,0.000007748606,0.0001722299,0.00007464027,0.000001130518,0.00004946527,0.00002143965,0.00001014163,0.00004249412,0.0002630203,0.9993482,0.000003044566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00041726,0.002819518,0.000895463,0.01127763,0.03444523,0.0003994002,0.011843,0.002860395,0.9350421],"genre_scores_gemma":[0.001607577,0.002039321,0.0005567225,0.005373557,0.007146127,0.0001357338,0.006561029,0.0008056489,0.9757743],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8963794,"threshold_uncertainty_score":0.1478022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051865823717724,"score_gpt":0.4660957045990033,"score_spread":0.360909122227231,"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."}}