{"id":"W4385969614","doi":"10.2196/49670","title":"Strengthening Mental Health and Resilience Through Schools: Protocol for a Participatory Design Project","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vrije Universiteit Brussel","keywords":"Mental health; Psychological intervention; Health promotion; Context (archaeology); Promotion (chess); Psychology; Intervention mapping; Medical education; Psychological resilience; Participatory action research; Applied psychology; Medicine; Nursing; Public health; Sociology; Social psychology; Political science; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09685183,0.004969254,0.005093119,0.005124081,0.008520499,0.005147051,0.004395764,0.007015714,0.08419184],"category_scores_gemma":[0.07243221,0.004196921,0.004363254,0.003848321,0.005799661,0.003521468,0.005177666,0.01145099,0.01579361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008627094,"about_ca_system_score_gemma":0.04896469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006803668,"about_ca_topic_score_gemma":0.01224368,"domain_scores_codex":[0.9533546,0.03122044,0.005253533,0.003138978,0.003508829,0.003523659],"domain_scores_gemma":[0.9380419,0.02461339,0.00481075,0.00906237,0.01767142,0.005800271],"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":[0.07165005,0.03789212,0.005052963,0.1020232,0.0008414829,0.004071686,0.07112731,0.01170827,0.01077486,0.03900277,0.2004872,0.4453681],"study_design_scores_gemma":[0.1424501,0.0289467,0.01469297,0.05396512,0.0006955834,0.0008115329,0.02950834,0.005384583,0.008813139,0.03579163,0.6779872,0.0009531111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006664921,0.00006673217,0.002237588,0.0001666191,0.00009816163,0.9954624,0.0006359754,0.00003567123,0.0006304377],"genre_scores_gemma":[0.0003924308,0.00003856661,0.00235433,0.00005320309,0.00000890002,0.9969638,0.00004428351,0.000002467346,0.0001420523],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09685183,"threshold_uncertainty_score":0.5122075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.772900902988161,"score_gpt":0.7371246430019568,"score_spread":0.03577625998620426,"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."}}