{"id":"W3170115339","doi":"10.22215/cpopp.v7i.3179","title":"Using Skills, Not Pills","year":2021,"lang":"en","type":"article","venue":"Carleton Perspectives on Public Policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Mental health literacy; Functional illiteracy; Competence (human resources); Medicine; Nursing; Psychology; Mental illness; Psychiatry; Social psychology","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":[0.002163673,0.0003280112,0.0004799801,0.0007329198,0.001610406,0.001947088,0.0009533683,0.001999486,0.04157553],"category_scores_gemma":[0.009678384,0.0001847488,0.0005125609,0.000563005,0.002869758,0.00248831,0.002410707,0.002282586,0.009921142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109719,"about_ca_system_score_gemma":0.002618199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008231666,"about_ca_topic_score_gemma":0.01084722,"domain_scores_codex":[0.9977602,0.0008090369,0.0001333702,0.0002410145,0.0007753858,0.000280988],"domain_scores_gemma":[0.9970118,0.001068427,0.0004594148,0.0004498388,0.0003634726,0.0006471587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002261922,0.0009855344,0.005381626,0.001858999,0.0001045239,0.0002589963,0.002624247,0.0001345453,0.001743068,0.07015296,0.1107993,0.80573],"study_design_scores_gemma":[0.0001801605,0.001284755,0.02117641,0.002954745,0.0000793759,0.0009625248,0.00330391,0.0002817904,0.001155939,0.03995874,0.9286005,0.00006116462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.07593992,0.02587144,0.0166949,0.1606707,0.006547173,0.0009911986,0.002192259,0.0007653201,0.7103271],"genre_scores_gemma":[0.5846145,0.02638875,0.03004527,0.07956642,0.002463773,0.001609763,0.001109259,0.0002121368,0.2739901],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04157553,"threshold_uncertainty_score":0.139084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051169928575968,"score_gpt":0.4683287607655791,"score_spread":0.3632117679079823,"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."}}