{"id":"W4391729352","doi":"10.1007/978-3-031-17299-1_1246","title":"Health Determinants","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Saskatchewan Health","funders":"","keywords":"Psychology","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":[0.0006199533,0.0003578949,0.0002446024,0.001343093,0.0004601661,0.0009816992,0.000349767,0.0004361028,0.1060258],"category_scores_gemma":[0.002305946,0.0001508437,0.0002895322,0.002198307,0.0002797161,0.0006207124,0.0007303781,0.000880989,0.01815184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009551038,"about_ca_system_score_gemma":0.001807188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02651827,"about_ca_topic_score_gemma":0.03512363,"domain_scores_codex":[0.9995393,0.0001164734,0.0000139175,0.00006896922,0.000160313,0.0001011138],"domain_scores_gemma":[0.9995013,0.0001571562,0.00004222261,0.00005240281,0.0001666441,0.00008026401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004169805,0.0001344818,0.02926762,0.0002806445,0.0000320609,0.00005672715,0.0006056514,0.0004574191,0.000110092,0.06706736,0.6493835,0.2525628],"study_design_scores_gemma":[0.00001013573,0.00005278058,0.1001493,0.0003564308,0.00002377351,0.0001389696,0.0009562825,0.0005476148,0.00009797119,0.01569875,0.881955,0.00001303907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01451752,0.009135533,0.003034249,0.01215464,0.001385264,0.0002499331,0.03692149,0.0002901059,0.9223114],"genre_scores_gemma":[0.1571708,0.01022544,0.002066392,0.003566754,0.00101423,0.0004812608,0.02391227,0.0001053105,0.8014575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1060258,"threshold_uncertainty_score":0.3546917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07734664597334416,"score_gpt":0.4277616551571343,"score_spread":0.3504150091837901,"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."}}