{"id":"W2615720860","doi":"10.1016/j.jtcvs.2017.05.025","title":"The enemy of good is better","year":2017,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Percutaneous; Embolization; Surgery; Arteriovenous malformation; Lung; Radiology; Internal medicine","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":[0.002176796,0.0006139033,0.001236387,0.0006471453,0.004849086,0.004493987,0.0008228586,0.02870375,0.009515665],"category_scores_gemma":[0.01687122,0.00031953,0.0006289431,0.0004540862,0.005667158,0.006677858,0.001656675,0.04522839,0.004077584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002766641,"about_ca_system_score_gemma":0.002319017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001820388,"about_ca_topic_score_gemma":0.004231228,"domain_scores_codex":[0.9980826,0.0007581119,0.0001906925,0.0002109232,0.0004798672,0.0002777604],"domain_scores_gemma":[0.9953693,0.002259989,0.0003710494,0.0001598568,0.0006885491,0.001151269],"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":[0.00007562656,0.00007838579,0.00175869,0.0001038881,0.00003280283,0.01103722,0.0004733728,0.0001018904,0.0001912008,0.01843982,0.9537947,0.01391239],"study_design_scores_gemma":[0.0001270439,0.00009518887,0.001153472,0.0008076638,0.0000339937,0.01959365,0.002021507,0.000358658,0.0001456393,0.05622936,0.9193457,0.00008823233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003599997,0.002368498,0.00004704602,0.983494,0.01013569,0.00000247397,0.0000091901,0.000007839119,0.00357517],"genre_scores_gemma":[0.01038368,0.003379066,0.0002068824,0.9173616,0.06171641,0.00001130168,0.00001256306,0.00001948929,0.006909122],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02870375,"threshold_uncertainty_score":0.03183311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342922270870232,"score_gpt":0.281543496354193,"score_spread":0.2581142736454907,"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."}}