{"id":"W4415150254","doi":"10.2139/ssrn.5597011","title":"Social Costs of Work Disruptions: Evidence from Physicians and their Patients","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Workaholism, burnout, and well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Download; Quarter (Canadian coin); Welfare; Work (physics); Medicaid; Shock (circulatory); Primary care; Work hours","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002737321,0.00019849,0.0005529423,0.00167478,0.0011791,0.001585854,0.0004304762,0.001109008,0.006646683],"category_scores_gemma":[0.03222381,0.0002810393,0.0007434672,0.002290458,0.001173455,0.0009043661,0.001337407,0.001257594,0.000294793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378967,"about_ca_system_score_gemma":0.001300453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007169706,"about_ca_topic_score_gemma":0.01062754,"domain_scores_codex":[0.9971206,0.001740481,0.0002438868,0.0001409629,0.0004242572,0.0003297929],"domain_scores_gemma":[0.9586103,0.02261637,0.01326095,0.001094901,0.00166598,0.002751492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003024267,0.0007746431,0.9635062,0.0004704169,0.0009094387,0.0002620225,0.00178983,0.0002741365,0.0001119378,0.0005770692,0.0008382357,0.0274617],"study_design_scores_gemma":[0.0001144499,0.0004535346,0.9937656,0.0001765574,0.0002203109,0.000186469,0.003564505,0.0001117604,0.00003651576,0.0004343514,0.000919355,0.00001666101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877717,0.00724446,0.00005055586,0.00172146,0.00002844782,0.00001812383,0.0003252797,0.00000136442,0.002838477],"genre_scores_gemma":[0.9977592,0.001806346,0.00002718051,0.0001650556,0.00003986857,0.000009343826,0.00009055826,9.135881e-7,0.0001014312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007169706,"threshold_uncertainty_score":0.02223539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550652877534554,"score_gpt":0.3096469650635399,"score_spread":0.2941404362881944,"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."}}