{"id":"W4413879684","doi":"10.1001/amajethics.2025.642","title":"How Should Clinicians Follow Up About Nonresponses to Mandatory SDoH Screening Questions?","year":2025,"lang":"en","type":"article","venue":"The AMA Journal of Ethic","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Political science; Medicine; Family medicine; 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":[0.06311931,0.0005962217,0.001459214,0.003300103,0.006319827,0.006942197,0.003882223,0.02233431,0.009783889],"category_scores_gemma":[0.403437,0.001157352,0.001294171,0.00196124,0.005396781,0.01761383,0.004523025,0.0186573,0.008011009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005854216,"about_ca_system_score_gemma":0.01868535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0232967,"about_ca_topic_score_gemma":0.03932028,"domain_scores_codex":[0.9397327,0.03930022,0.009711754,0.002250771,0.006135867,0.002868675],"domain_scores_gemma":[0.6776996,0.1905809,0.02561583,0.007681406,0.08081594,0.01760636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000102866,0.0001591714,0.009694566,0.001049744,0.00003651733,0.001970849,0.01038736,0.0001516633,0.000261837,0.003657582,0.8308942,0.1416335],"study_design_scores_gemma":[0.0003953048,0.0002884529,0.02283646,0.02526732,0.0001507947,0.007740649,0.08785558,0.001610984,0.001295208,0.05063954,0.8013533,0.0005663558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001679407,0.004068364,0.001905493,0.9797446,0.007444171,0.0001660649,0.00008004764,0.0001648753,0.004747047],"genre_scores_gemma":[0.07054215,0.02929782,0.01924856,0.8486153,0.02290414,0.001974975,0.0003399141,0.0002858352,0.006791417],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06311931,"threshold_uncertainty_score":0.3338108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09257522559946697,"score_gpt":0.3933777850978094,"score_spread":0.3008025594983424,"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."}}