{"id":"W2092368952","doi":"10.1377/hlthaff.24.3.802","title":"Effects Of The Malpractice Crisis On Access To And Incidence Of High-Risk Procedures: Evidence From Florida","year":2005,"lang":"en","type":"article","venue":"Health Affairs","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Malpractice; Incidence (geometry); Medicine; Medical malpractice; Malpractice insurance; Affect (linguistics); Emergency medicine; Medical emergency; Family medicine; Psychology; Law; Political science","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":[0.002410874,0.0003280869,0.0002879724,0.001934597,0.000698452,0.0011727,0.0006292237,0.001013171,0.005403624],"category_scores_gemma":[0.01841209,0.000219567,0.0006167899,0.001562587,0.000952999,0.001225087,0.001252286,0.0009646905,0.0002094215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001731367,"about_ca_system_score_gemma":0.001197876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1112882,"about_ca_topic_score_gemma":0.1413923,"domain_scores_codex":[0.9988514,0.0004710854,0.00007211491,0.0001490318,0.0002171895,0.0002391218],"domain_scores_gemma":[0.9616898,0.01433714,0.01898024,0.0006803113,0.002530067,0.001782509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007190854,0.0003573377,0.9737641,0.0002177851,0.0004775591,0.0002081228,0.0006182868,0.0002891665,0.0001448739,0.0006118101,0.002362332,0.02022951],"study_design_scores_gemma":[0.00003783005,0.0002001528,0.9968612,0.0001230576,0.0001672296,0.00006437047,0.0008878475,0.0002184899,0.00007615165,0.0001180863,0.001233953,0.00001172125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852602,0.004441557,0.0001024029,0.005627402,0.00002093347,0.0000234049,0.0008579134,0.000003365685,0.003662807],"genre_scores_gemma":[0.9959407,0.002698483,0.0000643948,0.0006009223,0.00005180321,0.00001001592,0.000382036,0.000001204811,0.0002505093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1112882,"threshold_uncertainty_score":0.2212808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145332001802517,"score_gpt":0.2700944289751446,"score_spread":0.2486411089571195,"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."}}