{"id":"W4391147191","doi":"10.2139/ssrn.4695370","title":"The Dynamic Model of Health Assets: a Model Development","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal","funders":"","keywords":"Business; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002296048,0.0009694208,0.0009274115,0.001287261,0.0007629734,0.003003877,0.002307304,0.001751758,0.0158821],"category_scores_gemma":[0.009629586,0.0006273274,0.0011479,0.001964235,0.001254328,0.005061821,0.002006286,0.002665918,0.00122558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00271433,"about_ca_system_score_gemma":0.003623785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02320351,"about_ca_topic_score_gemma":0.01716324,"domain_scores_codex":[0.9989809,0.0006221294,0.00002930158,0.0001674183,0.0000978947,0.0001022889],"domain_scores_gemma":[0.9953405,0.003867404,0.0002071699,0.00009605115,0.0003242904,0.0001646494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001248038,0.0002020061,0.007145846,0.0001446941,0.0001317434,0.000293401,0.0007732071,0.3044582,0.0001795856,0.661983,0.003395692,0.02116791],"study_design_scores_gemma":[0.00008894153,0.0001085693,0.001752389,0.00008333328,0.0001004004,0.0001387529,0.0006054666,0.6502382,0.00008420759,0.3416491,0.005111878,0.00003878693],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1377011,0.001177687,0.7600116,0.01022098,0.0001546948,0.0004593997,0.002508703,0.0003051958,0.08746064],"genre_scores_gemma":[0.8996421,0.001386445,0.08379526,0.0003056704,0.00008201971,0.0007605979,0.0006879468,0.00006819454,0.01327175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02320351,"threshold_uncertainty_score":0.05313092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04120261710226154,"score_gpt":0.4310149804405832,"score_spread":0.3898123633383216,"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."}}