{"id":"W2022356645","doi":"10.1053/j.semdp.2007.03.007","title":"Medicolegal liability in pathology: an international perspective","year":2007,"lang":"en","type":"article","venue":"Seminars in Diagnostic Pathology","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Malpractice; Defensive medicine; Liability; Medical malpractice; Adversarial system; Tort; Medicine; Psychology; Family medicine; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009647213,0.0002122856,0.0004854524,0.0003889699,0.0001183914,0.000006074757,0.0004853081,0.0006830753,0.001534932],"category_scores_gemma":[0.1417862,0.0002022912,0.00004969505,0.000388583,0.0005175362,0.0003652232,0.00023593,0.001939235,0.0002303089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007165612,"about_ca_system_score_gemma":0.0002975028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007118088,"about_ca_topic_score_gemma":0.004746106,"domain_scores_codex":[0.9951443,0.001782143,0.00109265,0.0007326558,0.0003392124,0.0009090429],"domain_scores_gemma":[0.9716436,0.02704775,0.0002458832,0.0005841178,0.0002177436,0.000260883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001998761,0.0009159082,0.94507,0.00003833316,0.000005051672,0.004509647,0.02535536,0.000004665164,0.0001784715,0.01539919,0.0004824054,0.007841086],"study_design_scores_gemma":[0.001357896,0.0003343076,0.9259312,0.0003022974,0.00001259599,0.00005655349,0.04476098,0.00004804847,0.0000431244,0.01347417,0.01347446,0.0002043516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95687,0.0003061198,0.000248935,0.01091419,0.002710999,0.0007956473,0.00002566386,0.00006991596,0.02805848],"genre_scores_gemma":[0.9939334,0.0004573517,0.001624028,0.002919088,0.0005733711,0.000216108,0.0000442798,0.00002024988,0.0002121359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.132139,"threshold_uncertainty_score":0.9993778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03794265604717822,"score_gpt":0.4572142015749636,"score_spread":0.4192715455277853,"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."}}