{"id":"W2999707011","doi":"","title":"Market Analysis on Annual Psychiatrists and Psychologists Meet scheduled in July 20-21, 2020 Montreal, Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Spine & Neurosurgery","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Psychiatry; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001522133,0.0002505122,0.001250994,0.000494059,0.00005720197,0.00003084798,0.0001256937,0.0001375322,0.00008273923],"category_scores_gemma":[0.001100863,0.0001999304,0.0002351191,0.001562057,0.00003597761,0.0001260665,0.00002357485,0.0007743321,0.000001840692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385692,"about_ca_system_score_gemma":0.002624872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05806775,"about_ca_topic_score_gemma":0.1093329,"domain_scores_codex":[0.9964965,0.0004017121,0.001552841,0.0003760346,0.0007083026,0.0004646035],"domain_scores_gemma":[0.9973249,0.0001735998,0.0007295077,0.0002588041,0.0002752358,0.001237993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001400381,0.0002790053,0.4196626,0.0004663315,0.0002960965,0.005301529,0.0001791695,0.00007614146,0.000110023,0.00001142088,0.5636128,0.00860449],"study_design_scores_gemma":[0.001554348,0.001007031,0.9250659,0.0001518281,0.000124071,0.0005099959,0.0001040971,0.0003163003,0.000003743497,0.000006487946,0.07100692,0.0001492769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8603485,0.001367135,0.00002031125,0.1360913,0.000792883,0.0002263896,0.00007512162,0.0000138578,0.001064452],"genre_scores_gemma":[0.9806656,0.0007353476,0.0001412281,0.01715386,0.00105079,0.000002975681,0.000006944044,0.00002707343,0.0002161585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5054033,"threshold_uncertainty_score":0.9482046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854945026257831,"score_gpt":0.2984325187718357,"score_spread":0.2798830685092574,"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."}}