{"id":"W4254101185","doi":"10.21203/rs.3.rs-44728/v2","title":"Expectations and Experiences with Physician Care among Patients Receiving Post-Acute Care in US Skilled Nursing Facilities","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; University of Pennsylvania","keywords":"Nursing; Skilled Nursing Facility; Acute care; Medicine; Psychology; Family medicine; Business; Health care; Economic growth; Economics","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":[0.004277827,0.0002304327,0.0003351801,0.0005064763,0.003389273,0.002331636,0.000777764,0.0008348782,0.001655466],"category_scores_gemma":[0.01415247,0.0002871863,0.0003501606,0.0004707304,0.002260676,0.001373637,0.002156721,0.001512485,0.0001360371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003889903,"about_ca_system_score_gemma":0.003858268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0178803,"about_ca_topic_score_gemma":0.02420844,"domain_scores_codex":[0.9954407,0.002812438,0.0002561759,0.0001726574,0.0004977378,0.0008202585],"domain_scores_gemma":[0.990846,0.003959124,0.001978689,0.000149821,0.001024151,0.00204214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001877042,0.0001813654,0.1569586,0.0002156448,0.00003570742,0.001689996,0.8282921,0.0001721943,0.0009488525,0.0007263845,0.001662563,0.008928962],"study_design_scores_gemma":[0.000007756777,0.000231624,0.0435451,0.0001451786,0.000009597268,0.0006345374,0.9524169,0.0001760411,0.0002156178,0.0001440646,0.002444501,0.00002904474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984418,0.0001563837,0.0001064487,0.00067632,0.00001043266,0.00001077426,0.00003014462,0.000002241479,0.0005654515],"genre_scores_gemma":[0.9994312,0.0001052617,0.00007391189,0.0002013551,0.000004873186,0.00001053212,0.00001677925,0.000001177173,0.0001548841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0178803,"threshold_uncertainty_score":0.03555244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08443362636489989,"score_gpt":0.4529997833024771,"score_spread":0.3685661569375773,"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."}}