{"id":"W4399263381","doi":"10.1177/17579759241248624","title":"The Dynamic Model of Health Assets: a model development","year":2024,"lang":"en","type":"article","venue":"Global Health Promotion","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Environmental health; Business; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008185674,0.0002702584,0.000514143,0.0001051363,0.002503133,0.0000202979,0.0003062976,0.0003350224,0.00001697718],"category_scores_gemma":[0.00009591035,0.0002034959,0.00008985878,0.000512629,0.00009391193,0.0001705013,0.0001063475,0.0009931104,0.0002432971],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003283283,"about_ca_system_score_gemma":0.01226627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004465299,"about_ca_topic_score_gemma":0.001308937,"domain_scores_codex":[0.9937103,0.001649614,0.002012719,0.0006088094,0.0005111015,0.001507479],"domain_scores_gemma":[0.9981456,0.0002200344,0.00054207,0.0005040083,0.0001785401,0.0004097128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006559112,0.0003197862,0.0007305724,0.006441506,0.00005147839,0.000001742731,0.01033716,0.002276742,0.00001553811,0.07767563,0.01788656,0.8841977],"study_design_scores_gemma":[0.0007712227,0.0005313296,0.008432288,0.002657526,0.00001118479,0.000008446328,0.0009401601,0.8839909,0.000001659401,0.08774716,0.01461966,0.0002884772],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1883735,0.01199044,0.6357593,0.1382583,0.005926928,0.007181231,0.0003040892,0.001047633,0.01115848],"genre_scores_gemma":[0.9825611,0.003132008,0.008178485,0.004267808,0.0001310611,0.0003530641,0.0001090198,0.00004816095,0.001219309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8839092,"threshold_uncertainty_score":0.9987954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09540813993571705,"score_gpt":0.5070014771097352,"score_spread":0.4115933371740181,"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."}}