{"id":"W3113475845","doi":"10.1177/0706743720984382","title":"The New Wave of Youth Mental Health Services: Time for Reflection and Caution","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Reflection (computer programming); Psychology; Psychiatry; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1316088,0.00174417,0.004644339,0.002877929,0.01492902,0.03022034,0.009621159,0.0557625,0.01460263],"category_scores_gemma":[0.1717332,0.001826359,0.003668579,0.003289385,0.03487507,0.05484616,0.01773968,0.1042775,0.003257312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02705792,"about_ca_system_score_gemma":0.08095372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04437626,"about_ca_topic_score_gemma":0.09398673,"domain_scores_codex":[0.9100675,0.03899758,0.01009001,0.006192351,0.02380927,0.01084332],"domain_scores_gemma":[0.6214491,0.2292959,0.01430441,0.01278963,0.06509256,0.05706831],"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":[0.0001499151,0.0001730552,0.003163644,0.001419398,0.0001167725,0.0004459694,0.009536373,0.0001709147,0.0003092596,0.03210112,0.9168134,0.03560013],"study_design_scores_gemma":[0.0001571485,0.0001830018,0.005660546,0.01003106,0.0001593577,0.0007278027,0.06519084,0.0005858989,0.0002882302,0.04868684,0.8679046,0.0004246175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000278731,0.005026315,0.0002633836,0.9859051,0.007993691,0.00001026145,0.00003749167,0.00002965518,0.000455415],"genre_scores_gemma":[0.01533115,0.008093611,0.004538644,0.9544513,0.01515123,0.0001642836,0.0001095338,0.0001143011,0.002045841],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1316088,"threshold_uncertainty_score":0.696022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07063507192076361,"score_gpt":0.3712963864853049,"score_spread":0.3006613145645413,"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."}}