{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004642064,0.001699488,0.001790711,0.008583797,0.002925542,0.003246601,0.004943093,0.001228384,0.05802143],"category_scores_gemma":[0.02281747,0.001641998,0.00257219,0.02036549,0.0007868662,0.00193068,0.002260547,0.0032514,0.01005453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05035097,"about_ca_system_score_gemma":0.2019265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927709,"about_ca_topic_score_gemma":0.9902213,"domain_scores_codex":[0.9960135,0.0004017572,0.0005467009,0.0002915093,0.002139007,0.0006076022],"domain_scores_gemma":[0.9768702,0.001431339,0.0008161133,0.0006254828,0.01890335,0.001353647],"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":[0.00007446118,0.00005526534,0.01171109,0.001028536,0.00006068761,0.00001898529,0.0001461025,0.001557461,0.00003092708,0.004784357,0.9636068,0.01692526],"study_design_scores_gemma":[0.0003642324,0.00006958594,0.1995107,0.003389267,0.0001310058,0.00007853877,0.00137067,0.004370597,0.0002361449,0.004577685,0.7857408,0.0001608508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0007231052,0.0006445704,0.001119248,0.0007367377,0.0002294644,0.0006723492,0.9847596,0.0003419783,0.01077296],"genre_scores_gemma":[0.01035893,0.002636726,0.009927324,0.0005583377,0.0001060433,0.003351314,0.9576305,0.0003869617,0.01504393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05802143,"threshold_uncertainty_score":0.3653235,"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."}}