{"id":"W4296312753","doi":"10.1332/175795921x16599509057666","title":"A study protocol for community implementation of a new mental health monitoring system spanning early childhood to young adulthood","year":2022,"lang":"en","type":"article","venue":"Longitudinal and Life Course Studies","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care Research Institute; University of British Columbia","funders":"National Health and Medical Research Council; Deakin University; Murdoch Children's Research Institute; Department of Education and Training; Strong; David and Elaine Potter Foundation; Medical Research Council; Children’s Hospital of Wisconsin Research Institute","keywords":"Mental health; Early childhood; Life course approach; Promotion (chess); Formative assessment; Metropolitan area; Psychology; Gerontology; Census; Population; Developmental psychology; Medicine; Political science; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.07282301,0.002560511,0.003042635,0.003674343,0.00833298,0.003545883,0.004206382,0.004583881,0.1456384],"category_scores_gemma":[0.05842244,0.004225319,0.00302909,0.002718608,0.00238221,0.003921438,0.004602731,0.008249851,0.04592518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006653625,"about_ca_system_score_gemma":0.0424669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009691624,"about_ca_topic_score_gemma":0.01812309,"domain_scores_codex":[0.9728535,0.01722883,0.003947768,0.00235347,0.001813807,0.001802644],"domain_scores_gemma":[0.9482017,0.0142925,0.003630627,0.01021724,0.01789015,0.005767781],"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":[0.02948356,0.02076131,0.007771614,0.02040902,0.0003399445,0.001977713,0.01918826,0.004232463,0.005175949,0.03537014,0.4363894,0.4189006],"study_design_scores_gemma":[0.04583297,0.01383186,0.02813603,0.01453193,0.0002262965,0.0004684145,0.01030903,0.005530469,0.003888404,0.02319546,0.8534362,0.0006129397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001291776,0.00007518234,0.005627352,0.0003052485,0.0002406119,0.9862602,0.003173185,0.0001557862,0.002870717],"genre_scores_gemma":[0.0006010318,0.00003707075,0.004768562,0.000141168,0.00001846061,0.9934075,0.0003328829,0.00000906438,0.0006842858],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1456384,"threshold_uncertainty_score":0.4872088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1642911549349527,"score_gpt":0.5079825304742331,"score_spread":0.3436913755392805,"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."}}