{"id":"W7032910183","doi":"","title":"POSITIVE MENTAL HEALTH SURVEILLANCE INDICATOR FRAMEWORK\\nQUICK STATS, YOUTH (12 TO 17 YEARS OF AGE), CANADA, 2017 EDITION","year":2017,"lang":"en","type":"article","venue":"PubMed Central","topic":"Modeling, Simulation, and Optimization","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Agency (philosophy); Public health; Behavioral Risk Factor Surveillance System; Quality of life (healthcare); Quality (philosophy); Public health surveillance","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":[0.0004550742,0.0001292271,0.000257419,0.00005323215,0.0002799573,0.00006525293,0.0002413323,0.0000804735,0.00003074167],"category_scores_gemma":[0.0004410657,0.0001435079,0.00004335468,0.00003862011,0.0000485619,0.0001558565,0.00004883547,0.0001265964,0.000001607763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005030886,"about_ca_system_score_gemma":0.0004770235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04577963,"about_ca_topic_score_gemma":0.1585751,"domain_scores_codex":[0.9982258,0.00006668855,0.0003437671,0.0002332961,0.0004154967,0.0007149241],"domain_scores_gemma":[0.9985744,0.00007401072,0.000482163,0.0004106459,0.00005314129,0.0004056439],"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":[0.001001135,0.001168461,0.3363127,0.0005760306,0.0006128548,0.0000496083,0.1168191,0.02566945,0.00002045188,0.0254998,0.453852,0.03841842],"study_design_scores_gemma":[0.0005965712,0.00004028832,0.9948006,0.00007933937,0.00001581631,0.000001111535,0.0003331594,0.001576371,0.0000591206,0.001733222,0.0005392786,0.0002251176],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9301076,0.00008578077,0.0604544,0.001900285,0.002392412,0.001629177,0.002758716,0.00005768215,0.0006139327],"genre_scores_gemma":[0.9922887,0.00005947268,0.006362073,0.0002811312,0.0003936357,0.00001581932,0.0004201274,0.00002332394,0.000155733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6584879,"threshold_uncertainty_score":0.9605746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03612323663618575,"score_gpt":0.2865162897125245,"score_spread":0.2503930530763387,"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."}}