{"id":"W4381299391","doi":"10.1007/978-3-031-28986-6_13","title":"Overall Models for the Influence of Social Determinants on Health","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Explanatory model; Affect (linguistics); Set (abstract data type); Conceptual model; Discipline; Psychology; Causal model; Cognitive psychology; Social psychology; Epistemology; Sociology; Computer science; Social science; Medicine; Communication","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":[0.002924122,0.001583372,0.001241039,0.001233189,0.0006560364,0.002554065,0.002330948,0.001555124,0.02293346],"category_scores_gemma":[0.005953919,0.0007054563,0.001804831,0.001700765,0.00135037,0.003363115,0.001251602,0.002745982,0.003907124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730356,"about_ca_system_score_gemma":0.002117153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701099,"about_ca_topic_score_gemma":0.02305414,"domain_scores_codex":[0.99914,0.0005046515,0.00002017151,0.0001195011,0.0001406079,0.00007497941],"domain_scores_gemma":[0.9976287,0.00182848,0.0000918941,0.0001593519,0.0002110796,0.0000803759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002300151,0.00005208435,0.002304879,0.0001405962,0.0001666024,0.00004883614,0.0001989394,0.02672103,0.0001240516,0.9209605,0.02142528,0.02783415],"study_design_scores_gemma":[0.000007499982,0.00002712256,0.001643599,0.0001283072,0.0001090464,0.00005627004,0.00009607578,0.0370918,0.00006002661,0.9294038,0.0313603,0.00001619506],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02117812,0.0293492,0.5277821,0.0286048,0.001424833,0.0001163153,0.004945705,0.000894507,0.3857044],"genre_scores_gemma":[0.5108338,0.05562334,0.1301895,0.006635986,0.002741206,0.0007270243,0.003518165,0.0008014469,0.2889296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02293346,"threshold_uncertainty_score":0.07672006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188999275842094,"score_gpt":0.4029877068187856,"score_spread":0.2840877792345762,"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."}}