{"id":"W4381299238","doi":"10.1007/978-3-031-28986-6","title":"Understanding Health Determinants","year":2023,"lang":"en","type":"book","venue":"","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Set (abstract data type); Social determinants of health; Sociology; Psychology; Epistemology; Public health; Computer science; Medicine; Philosophy; Nursing","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":[0.001119468,0.000725003,0.0004499828,0.001275482,0.0009914449,0.002650664,0.0009793134,0.001290609,0.01910526],"category_scores_gemma":[0.003067006,0.0003696784,0.0005582341,0.001585446,0.002985834,0.003246229,0.001485265,0.002712603,0.003201517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002452887,"about_ca_system_score_gemma":0.002838282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01179191,"about_ca_topic_score_gemma":0.01222023,"domain_scores_codex":[0.9996085,0.000143159,0.00001443724,0.00005324933,0.0001270699,0.00005377296],"domain_scores_gemma":[0.9991147,0.0006926591,0.00003475418,0.00003754763,0.00008708175,0.0000331988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001832224,0.00001194443,0.0005888029,0.0001017984,0.000006503371,0.00004068536,0.0006799223,0.0006751289,0.0000341246,0.9086176,0.06092938,0.02831232],"study_design_scores_gemma":[0.00000165882,0.000005522244,0.0008875431,0.0002672599,0.000005196283,0.00005168989,0.0006412492,0.0005918613,0.00004525996,0.7301132,0.2673837,0.000005845052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0050679,0.03797594,0.08892941,0.1221778,0.00320547,0.00012154,0.001854915,0.0002469651,0.7404201],"genre_scores_gemma":[0.2584509,0.1215028,0.0749139,0.03724474,0.00402807,0.0007547701,0.003258977,0.0003233221,0.4995225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01910526,"threshold_uncertainty_score":0.06391346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7341348984792816,"score_gpt":0.5500026516270642,"score_spread":0.1841322468522174,"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."}}