{"id":"W4293051800","doi":"10.1037/cbs0000341","title":"Evaluation of Know Before You Go on mental health literacy and life skills to prepare for life after high school.","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Mental health; Literacy; Medical education; Life skills; Developmental psychology; Psychotherapist; Applied psychology; Pedagogy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01481655,0.0001828697,0.0003715788,0.001210796,0.005044303,0.00007132969,0.0006162632,0.00004126915,0.000677666],"category_scores_gemma":[0.001077755,0.0001683523,0.00007407372,0.001283173,0.0007043075,0.0005393653,0.00006192377,0.0003187521,0.000002670268],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00857357,"about_ca_system_score_gemma":0.03232475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06065763,"about_ca_topic_score_gemma":0.3166095,"domain_scores_codex":[0.9958802,0.0004359794,0.001139499,0.0004575133,0.0008806075,0.001206184],"domain_scores_gemma":[0.9923461,0.00008244095,0.0009244526,0.0002484107,0.00143045,0.004968143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000119576,0.0001606546,0.9024082,0.0001180834,0.00001507178,0.000006300409,0.04960969,0.0007230708,0.00002421695,0.0009033865,0.01688069,0.02903098],"study_design_scores_gemma":[0.001145991,0.004240115,0.9663917,0.0006931291,0.00006469144,0.00004487697,0.01410347,0.0009024431,0.000006840815,0.0008505695,0.01133761,0.0002185246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716629,0.0007924995,0.00001600346,0.0207205,0.00468535,0.001746232,0.0003031326,0.000005523123,0.00006784665],"genre_scores_gemma":[0.9949054,0.00001091358,0.001605987,0.00283105,0.0002572356,0.0002340153,0.00002100996,0.00001265446,0.0001217296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2559519,"threshold_uncertainty_score":0.996251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096639027054286,"score_gpt":0.4060371993747312,"score_spread":0.2963732966693026,"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."}}