{"id":"W3082744570","doi":"10.1016/j.brachy.2020.07.012","title":"Medical malpractice and brachytherapy","year":2020,"lang":"en","type":"review","venue":"Brachytherapy","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Malpractice; Medicine; Radiation oncology; Medical malpractice; Brachytherapy; Family medicine; Defensive medicine; General surgery; Medical physics; Radiation therapy; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002600743,0.001097353,0.001971535,0.007095562,0.0008651958,0.002571521,0.001078476,0.00403278,0.01237159],"category_scores_gemma":[0.005608366,0.0005377098,0.00101264,0.006879827,0.001355846,0.002398224,0.001435756,0.002902435,0.001890273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003931049,"about_ca_system_score_gemma":0.007945135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169669,"about_ca_topic_score_gemma":0.03886652,"domain_scores_codex":[0.9985507,0.0004192348,0.0001634451,0.000114161,0.0006498284,0.0001026452],"domain_scores_gemma":[0.9952856,0.002668677,0.0009550389,0.00006136426,0.0008281364,0.0002012534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005350258,0.00007467945,0.0002085603,0.0409956,0.0001209672,0.0001604849,0.0001122145,0.0002906485,0.0001746656,0.00664178,0.1434999,0.807667],"study_design_scores_gemma":[0.00005232114,0.0001066719,0.001799783,0.07216509,0.0003064276,0.0006940954,0.0002246636,0.0001167344,0.00006848895,0.003756722,0.9206824,0.00002666373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000252265,0.9974745,0.00002347584,0.0007584391,0.000228222,0.000004715328,0.00001199197,0.000002436483,0.001470909],"genre_scores_gemma":[0.0004861092,0.9972765,0.00006703881,0.001026255,0.0003066977,0.000008170075,0.0000173371,9.734676e-7,0.0008108135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01237159,"threshold_uncertainty_score":0.04138714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1437315908470286,"score_gpt":0.5346716852354995,"score_spread":0.3909400943884708,"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."}}