{"id":"W2810458688","doi":"10.1053/j.semtcvs.2018.05.010","title":"More Ways to Skin the Proverbial Cat","year":2018,"lang":"en","type":"letter","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health","funders":"","keywords":"Medicine; Surgery; Percutaneous; Cardiac surgery; Median sternotomy","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":[0.002596339,0.0007069868,0.0007188716,0.0005168717,0.003198143,0.004335471,0.001030735,0.02306455,0.01537615],"category_scores_gemma":[0.01589093,0.0002970871,0.0006745813,0.0002603251,0.00582645,0.008171383,0.002455988,0.04143323,0.006176545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002130201,"about_ca_system_score_gemma":0.001477367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001004964,"about_ca_topic_score_gemma":0.001982925,"domain_scores_codex":[0.9974389,0.001319143,0.0001673607,0.0002282768,0.0005463806,0.0002998928],"domain_scores_gemma":[0.9953377,0.002772352,0.000252315,0.0002214789,0.000549747,0.0008664412],"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":[0.00006210271,0.00008608476,0.0004193318,0.0001317512,0.0000237986,0.005443468,0.0008567473,0.00009361548,0.0005383865,0.0351109,0.9388837,0.01834992],"study_design_scores_gemma":[0.00005357555,0.00005329953,0.0001743431,0.0002869598,0.00001043175,0.006875419,0.001669414,0.0001400213,0.0001490745,0.03720107,0.9533539,0.00003245015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004123654,0.004041362,0.0002893505,0.9640931,0.02366686,0.000004276478,0.000007303215,0.00001625703,0.00746923],"genre_scores_gemma":[0.01142927,0.002844662,0.0004339826,0.9245772,0.04270579,0.00001712097,0.00001021724,0.00003514634,0.01794646],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02306455,"threshold_uncertainty_score":0.05143833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065664872358418,"score_gpt":0.2695826175094629,"score_spread":0.2489259687858787,"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."}}