{"id":"W2156238569","doi":"10.1097/aln.0b013e31826e075c","title":"Anesthesiologist Age and Litigation","year":2012,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Competence (human resources); Affect (linguistics); American society of anesthesiologists; Anesthesiology; Anesthesia; Psychology; Social 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004282538,0.0005295109,0.001945893,0.0002234664,0.0001009995,0.00002762158,0.0001447092,0.00221896,0.0002338812],"category_scores_gemma":[0.0002408415,0.00039695,0.0005043811,0.0001213532,0.00064885,0.00006282882,0.00004811233,0.001429536,0.0003413036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005459327,"about_ca_system_score_gemma":0.00008323968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007809733,"about_ca_topic_score_gemma":0.000001332381,"domain_scores_codex":[0.9973703,0.0004625311,0.0004832845,0.0006314243,0.0002779554,0.0007745287],"domain_scores_gemma":[0.9975395,0.001361994,0.0001907667,0.0006270193,0.00007003544,0.0002106651],"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":[0.0002327744,0.00008667354,0.2428336,0.0007178595,0.0002810616,0.05874133,0.0002808158,1.831882e-7,0.0001313619,0.001734967,0.685154,0.009805402],"study_design_scores_gemma":[0.0003473258,0.0003123178,0.2738489,0.0000508716,0.0002943028,0.0065355,0.00001409597,6.029469e-7,0.00001742465,0.0001443653,0.7181313,0.0003030204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3765093,0.006687197,0.000003760309,0.6020017,0.0003873735,0.00101662,0.000008462667,0.0003543812,0.01303117],"genre_scores_gemma":[0.04520745,0.0009176522,0.0004621651,0.9324387,0.005230017,0.00009260321,0.001010187,0.0001170105,0.01452421],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3313019,"threshold_uncertainty_score":0.9998482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836272744040631,"score_gpt":0.2678639377408172,"score_spread":0.2395012103004109,"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."}}