{"id":"W2896836406","doi":"","title":"To Publish or Not: Experience and Evidence About Publishing Hospital Outcomes Data","year":2004,"lang":"en","type":"article","venue":"Monographs","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Accountability; Publication; Accreditation; Politics; Freedom of information; Legislation; Audit; Public relations; Health care; Political science; Openness to experience; Publishing; Public administration; Business; Accounting; Law; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008287041,0.000170218,0.0003187003,0.0004218378,0.0001769975,0.001295387,0.001013375,0.00008436107,0.00005561185],"category_scores_gemma":[0.001814124,0.0001667559,0.00005001328,0.0006464965,0.0000689107,0.004660387,0.00076009,0.0001611965,0.00008594451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000622162,"about_ca_system_score_gemma":0.000035156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009255189,"about_ca_topic_score_gemma":0.0007838717,"domain_scores_codex":[0.9981549,0.00001125581,0.0005338529,0.0007497764,0.00007734961,0.0004727985],"domain_scores_gemma":[0.9983818,0.00007179254,0.0001725731,0.001044937,0.00003334393,0.0002955338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006999011,0.0002248325,0.5123078,0.0002084034,0.0001098714,0.00003975625,0.01679519,0.00004055087,0.000002363931,0.4219117,0.0194186,0.02887094],"study_design_scores_gemma":[0.0007372592,0.0002270829,0.6503465,0.0001571856,0.000007015431,0.000003103107,0.001008847,0.0001113207,0.00002022398,0.01055395,0.3362066,0.0006208759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8550694,0.002823934,0.006321736,0.1300905,0.001293862,0.0009066521,0.0004414077,0.0001893381,0.002863187],"genre_scores_gemma":[0.9872838,0.000642624,0.003795335,0.007807754,0.00008101379,0.00008563836,0.00001710826,0.00001871987,0.0002680338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4113578,"threshold_uncertainty_score":0.9997414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1892601765081118,"score_gpt":0.3375856401827259,"score_spread":0.1483254636746141,"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."}}