{"id":"W2739286192","doi":"10.1136/bmj.j3641","title":"Children are being failed by substandard mental health services","year":2017,"lang":"en","type":"article","venue":"BMJ","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Mental health; Medicine; Mental health service; Family medicine; Psychiatry; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.004334318,0.0002276507,0.0004661559,0.000909727,0.005276779,0.003881512,0.0009822971,0.004056591,0.010541],"category_scores_gemma":[0.01686196,0.0005502934,0.001180525,0.001381408,0.005311835,0.004802265,0.003795878,0.00660644,0.001575124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00491748,"about_ca_system_score_gemma":0.009292226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06415434,"about_ca_topic_score_gemma":0.1108304,"domain_scores_codex":[0.9950241,0.001097969,0.0003522707,0.0002671511,0.001313519,0.001944909],"domain_scores_gemma":[0.9899896,0.002248988,0.002783427,0.0003933713,0.001051805,0.003532829],"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":[0.0002128098,0.0001529627,0.3446263,0.0008804081,0.0002230639,0.003793638,0.03664347,0.0003251634,0.001639338,0.02498996,0.4613797,0.1251331],"study_design_scores_gemma":[0.00008396708,0.0004154837,0.3335749,0.003070968,0.0001830419,0.003182187,0.1099585,0.0001630555,0.001071637,0.007034991,0.5410641,0.0001970698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2442504,0.006577319,0.0003469022,0.7117634,0.002748783,0.00003959383,0.001018437,0.000150402,0.03310483],"genre_scores_gemma":[0.6674252,0.02445569,0.001440998,0.2898142,0.002256267,0.0001174222,0.0006876942,0.000168195,0.01363428],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06415434,"threshold_uncertainty_score":0.1275618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03515614292257808,"score_gpt":0.4593679977711996,"score_spread":0.4242118548486216,"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."}}