{"id":"W3158060371","doi":"","title":"Headspace, an Australian Youth Mental Health Network: Lessons for Canadian Mental Healthcare.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mental health; Mental healthcare; Government (linguistics); Health care; Promulgation; Corporate governance; Mainstream; Politics; Public relations; Political science; Nursing; Psychology; Medicine; Business; Psychiatry; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01087205,0.0007007305,0.000381348,0.001665616,0.01269208,0.004820744,0.00273725,0.00353046,0.01208795],"category_scores_gemma":[0.01653563,0.0004201148,0.0008482052,0.002788848,0.003789961,0.00449982,0.007843208,0.00429249,0.001199847],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08881823,"about_ca_system_score_gemma":0.4161284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9706363,"about_ca_topic_score_gemma":0.9886989,"domain_scores_codex":[0.9942012,0.001606356,0.0002394436,0.0002287726,0.00200762,0.001716665],"domain_scores_gemma":[0.9785201,0.001760666,0.0005582882,0.0004092076,0.00630734,0.01244447],"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":[0.00008715782,0.0001368762,0.007791087,0.001630099,0.00002774315,0.0009365679,0.01375384,0.0003800396,0.0003720945,0.03966026,0.6935759,0.2416484],"study_design_scores_gemma":[0.00004008661,0.000126288,0.02541652,0.003697717,0.00005243284,0.000391992,0.03681893,0.0004227254,0.0001533529,0.009042592,0.9237273,0.0001100843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01463086,0.03349636,0.001539098,0.8605582,0.004619398,0.0006952439,0.001760747,0.000248198,0.08245198],"genre_scores_gemma":[0.3648505,0.1436997,0.04860654,0.2581525,0.002657895,0.002298068,0.004297898,0.0003854547,0.1750516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9111817,"threshold_uncertainty_score":0.6444244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2341107089098187,"score_gpt":0.4322924292588741,"score_spread":0.1981817203490554,"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."}}