{"id":"W34090212","doi":"10.1177/070674370505000403","title":"Challenges Facing Child Psychiatry in Quebec at the Dawn of the 21st Century","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval; Hôpital Rivière-des-Prairies","funders":"","keywords":"Evening; Child and adolescent psychiatry; Psychiatry; Human resources; Economic shortage; Service (business); Psychology; Medicine; Geography; Political science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001927233,0.0002532573,0.0002360149,0.0007142883,0.006533533,0.002968052,0.001842678,0.001165845,0.007776937],"category_scores_gemma":[0.003845114,0.000231106,0.0001912775,0.002112466,0.002368523,0.001151628,0.002021451,0.001269742,0.0004495091],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06451354,"about_ca_system_score_gemma":0.08627137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.984401,"about_ca_topic_score_gemma":0.9944896,"domain_scores_codex":[0.9978097,0.0005357089,0.00005921327,0.0001462694,0.0003943317,0.001054754],"domain_scores_gemma":[0.9924973,0.0005919772,0.0006858321,0.0001256073,0.002317856,0.003781387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002534133,0.0001769545,0.5063759,0.001096411,0.0001074842,0.004218509,0.0377291,0.001903472,0.002031239,0.0155866,0.171797,0.2587239],"study_design_scores_gemma":[0.00003986064,0.00009801794,0.7297816,0.0009106731,0.00003612976,0.0009577562,0.06759508,0.0008078649,0.0002149218,0.001149709,0.1983372,0.00007123195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6926246,0.02723278,0.001810196,0.2124256,0.0009013489,0.0002358036,0.002991346,0.0002243915,0.06155393],"genre_scores_gemma":[0.9503582,0.00942364,0.003131677,0.01669882,0.0003204719,0.0001465701,0.001276067,0.0000704706,0.01857416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9354864,"threshold_uncertainty_score":0.4680807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03076466565098796,"score_gpt":0.3216731212619002,"score_spread":0.2909084556109122,"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."}}