{"id":"W4404643635","doi":"10.1056/nejmp2405929","title":"A Good Day","year":2024,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Computer science; Psychology; Management science; Operations research; Mathematics; Engineering","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":[0.009605383,0.001452536,0.001724207,0.002139857,0.01543055,0.02187306,0.002505891,0.01589463,0.148134],"category_scores_gemma":[0.0347583,0.0006759134,0.001885826,0.001309318,0.01150713,0.01552468,0.01370146,0.03435448,0.0947929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004368255,"about_ca_system_score_gemma":0.01423136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0076965,"about_ca_topic_score_gemma":0.01750676,"domain_scores_codex":[0.9871197,0.003886894,0.0003904379,0.0008935824,0.005260828,0.002448564],"domain_scores_gemma":[0.9651172,0.002861322,0.0006886137,0.002128983,0.008680484,0.0205235],"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":[0.00001538456,0.00004147449,0.0001688111,0.00003241346,0.000007999896,0.00006485087,0.0003233428,0.00001191541,0.00004763207,0.007534616,0.9821119,0.009639541],"study_design_scores_gemma":[0.00001217233,0.00002405831,0.0003116768,0.0001313208,0.000004205833,0.0001182968,0.002305234,0.00001161176,0.00002217933,0.006953196,0.990088,0.00001798667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0006542658,0.006917038,0.0005593869,0.7767664,0.1302902,0.00004411161,0.0001427327,0.0002001686,0.08442581],"genre_scores_gemma":[0.008647572,0.004103229,0.0008529871,0.5924947,0.03552167,0.00008183063,0.0001907463,0.0002971444,0.3578101],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.148134,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.534384044872084,"score_gpt":0.5696760059144441,"score_spread":0.0352919610423601,"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."}}