{"id":"W1971991028","doi":"10.1007/s11469-013-9443-4","title":"Developing Research and Surveillance for Positive Mental Health: A Canadian Process for Conceptualization and Measurement","year":2013,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Conceptualization; Health psychology; Mental health; Public health; Psychological intervention; Government (linguistics); Health promotion; Agency (philosophy); Health policy; Identification (biology); Promotion (chess); Psychology; Public relations; Applied psychology; Medicine; Nursing; Political science; Sociology; Psychiatry; Computer science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3191338,0.001683021,0.002331827,0.02309466,0.01949643,0.01714985,0.007437108,0.003940308,0.001471753],"category_scores_gemma":[0.267178,0.002318512,0.002296145,0.0166245,0.02195744,0.006788858,0.01964628,0.01424025,0.0003967338],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1977634,"about_ca_system_score_gemma":0.6283592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9484972,"about_ca_topic_score_gemma":0.9400499,"domain_scores_codex":[0.8374261,0.0820348,0.0212786,0.006539288,0.0436889,0.009032285],"domain_scores_gemma":[0.5754827,0.09608116,0.01169213,0.01977086,0.2773849,0.01958828],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001012541,0.0004891962,0.1163151,0.003332464,0.000254876,0.0005847069,0.1108859,0.002151342,0.002808369,0.2564268,0.07782055,0.4288295],"study_design_scores_gemma":[0.0001770701,0.000459778,0.2971033,0.0192786,0.0006221776,0.0004947779,0.127087,0.008264769,0.004932616,0.1319391,0.4087805,0.000860174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05755004,0.0395141,0.2402833,0.5274119,0.004221094,0.0277601,0.00327233,0.000847114,0.09914006],"genre_scores_gemma":[0.3658004,0.02037365,0.573727,0.01995492,0.0003289544,0.009956273,0.001896454,0.0003433306,0.007619051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8022366,"threshold_uncertainty_score":0.9304807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.175425125492596,"score_gpt":0.5185103718852574,"score_spread":0.3430852463926614,"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."}}