{"id":"W7073706563","doi":"","title":"Young Australians with moderate to severe mental health problems: client data and outcomes at Children and Young People's Mental Health","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental health service; Suicidal ideation; Depression (economics); Quarter (Canadian coin); Suicide prevention; Occupational safety and health","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":[0.001624075,0.0001707039,0.0004955156,0.001198495,0.001445736,0.0009671956,0.0004666501,0.0004640443,0.001839797],"category_scores_gemma":[0.005050968,0.0003096086,0.000375277,0.002400406,0.0004427679,0.0006176758,0.001862346,0.0007959077,0.0004390949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001942487,"about_ca_system_score_gemma":0.002021439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1256628,"about_ca_topic_score_gemma":0.1740048,"domain_scores_codex":[0.9987173,0.0003013918,0.0001718085,0.00009528989,0.0004328208,0.0002814212],"domain_scores_gemma":[0.9973162,0.0002405807,0.001048812,0.00007525896,0.0008537638,0.0004653335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000316862,0.00007321421,0.9869053,0.00006660904,0.00001371221,0.0002019016,0.005964189,0.00002194774,0.00008017607,0.00002480628,0.0003195792,0.006296983],"study_design_scores_gemma":[0.000001504862,0.00005194424,0.9960753,0.00002869826,0.000006264712,0.0002113378,0.003273406,0.00004914873,0.00002927325,0.00001262593,0.0002569778,0.000003392925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985731,0.000147796,0.00003190903,0.00008944715,0.000001589689,0.00004455765,0.0003351482,0.000002187986,0.0007743575],"genre_scores_gemma":[0.9982508,0.000349758,0.0002434743,0.00006242033,0.000004972424,0.00008327057,0.0005003745,0.000002331275,0.0005025164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1256628,"threshold_uncertainty_score":0.2498627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03118668374543767,"score_gpt":0.2703959068769722,"score_spread":0.2392092231315345,"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."}}