{"id":"W4251408887","doi":"10.1016/s0031-398x(10)70492-6","title":"Vital Signs: More Than a Quarter of Pediatricians Have Been Sued For Malpractice in Their Careers","year":2010,"lang":"en","type":"article","venue":"Pediatric News","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Malpractice; Medicine; Medical malpractice; Psychology; Law; History; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001817693,0.0002677649,0.0005849637,0.00031701,0.0002018256,0.00001323833,0.000392425,0.000508331,0.0007119731],"category_scores_gemma":[0.006503351,0.0002167307,0.0001845858,0.0004648308,0.00007929333,0.0003922164,0.00009915749,0.001551106,0.0001001725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005978358,"about_ca_system_score_gemma":0.0005965938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003972332,"about_ca_topic_score_gemma":0.005558354,"domain_scores_codex":[0.9968187,0.0004515181,0.001045727,0.0004724911,0.00042526,0.000786367],"domain_scores_gemma":[0.9908487,0.007325455,0.0006445623,0.0005894916,0.0002992392,0.0002925436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003850738,0.0003798224,0.943935,0.0009593355,0.00002342885,0.00001088814,0.02293623,0.000002301942,0.0005371842,0.0005673629,0.02885762,0.001405747],"study_design_scores_gemma":[0.01260677,0.002350545,0.2323037,0.000123885,0.001320956,0.00001166816,0.3375607,0.0004702626,0.0003987507,0.005147881,0.4057229,0.00198203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971653,0.0002693764,0.0003749056,0.0189967,0.001608217,0.002279109,0.0001700498,0.00007752246,0.004571047],"genre_scores_gemma":[0.9919302,0.0001770275,0.001621377,0.0009611502,0.004089792,0.0004177921,0.00004769938,0.00004513411,0.0007097799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7116312,"threshold_uncertainty_score":0.8838022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04226485979046882,"score_gpt":0.3988239181640009,"score_spread":0.3565590583735321,"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."}}