{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006245929,0.0002382746,0.0002983542,0.00003187927,0.0006014885,0.0002338899,0.0003111659,0.00004511631,0.0006829324],"category_scores_gemma":[0.00001129354,0.0002039475,0.00001766592,0.00003305278,0.00001185818,0.0003283883,0.0006014678,0.0001422994,0.00003077304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001715453,"about_ca_system_score_gemma":0.00004523572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002548356,"about_ca_topic_score_gemma":0.01165628,"domain_scores_codex":[0.998795,0.00001040453,0.0002049166,0.0003794965,0.0001831643,0.0004270543],"domain_scores_gemma":[0.9989701,0.000005670427,0.00008691322,0.0006023478,0.0000129569,0.0003220389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001129629,0.0001213788,0.1939874,0.001849917,0.0003953252,0.00001089187,0.0215183,0.001259311,0.0000721486,0.00001068679,0.7774081,0.003253527],"study_design_scores_gemma":[0.002554881,0.0004120008,0.9529439,0.002453297,0.00001670254,0.000735761,0.0004726328,0.0227456,0.00003865816,0.000007149172,0.01663155,0.0009878343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3872824,0.0005771719,0.000004507363,0.001987949,0.0001265462,0.001431632,0.6080893,0.0001628139,0.0003376607],"genre_scores_gemma":[0.9267136,0.0001360168,0.000298788,0.0001482899,0.00003051946,0.00004543952,0.07214199,0.0000469193,0.0004384594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7607766,"threshold_uncertainty_score":0.8316738,"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."}}