{"id":"W4250957025","doi":"10.1503/cmaj.140388","title":"Highlights","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.007457456,0.0008378883,0.0008223037,0.00200746,0.002085574,0.005580725,0.002966602,0.004949031,0.2521103],"category_scores_gemma":[0.04082495,0.000368571,0.001708958,0.001804505,0.0009447109,0.003530417,0.003457,0.004803145,0.0775272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006296289,"about_ca_system_score_gemma":0.02778756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02539345,"about_ca_topic_score_gemma":0.03248065,"domain_scores_codex":[0.9936665,0.001594126,0.0004653773,0.0007149865,0.00265766,0.0009013847],"domain_scores_gemma":[0.9766664,0.003696122,0.001164066,0.001039276,0.01318805,0.004246237],"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":[0.00006161349,0.00001326893,0.0004762989,0.0009846039,0.00002790689,0.0001116438,0.00006242527,0.00002315664,0.00004679683,0.004533134,0.9304578,0.06320136],"study_design_scores_gemma":[0.00003308439,0.00001533663,0.0007696894,0.002687598,0.00003370274,0.0003210626,0.0001653643,0.00001613257,0.00006138431,0.001990007,0.9938975,0.00000914658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001316626,0.07687753,0.002656368,0.5450254,0.1107812,0.0007936052,0.01633094,0.0006737784,0.2455446],"genre_scores_gemma":[0.0242626,0.1282742,0.006320815,0.4460487,0.09498867,0.00163058,0.02021141,0.0009547378,0.2773083],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2521103,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005542277352254934,"score_gpt":0.230171312998267,"score_spread":0.2246290356460121,"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."}}