{"id":"W3080540158","doi":"10.1080/24748706.2020.1813356","title":"Is Aiming High Always Best?","year":2020,"lang":"en","type":"article","venue":"Structural Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Valve replacement; Fluoroscopy; Medicine; Permanent pacemaker; Cardiology; Internal medicine; Surgery; Stenosis","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":[0.009535464,0.0009516149,0.001752627,0.001242711,0.006829438,0.0134736,0.002193235,0.01089927,0.03723237],"category_scores_gemma":[0.03552924,0.0003756106,0.001134561,0.001154767,0.01292713,0.01969043,0.007450724,0.01892325,0.01866859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003925502,"about_ca_system_score_gemma":0.007078258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0026327,"about_ca_topic_score_gemma":0.004539035,"domain_scores_codex":[0.9898326,0.00408731,0.0004863243,0.001376489,0.002820885,0.001396386],"domain_scores_gemma":[0.9863479,0.004733593,0.000818492,0.001129038,0.003142774,0.003828198],"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":[0.0001765049,0.0001365663,0.002039025,0.0006997288,0.0001117133,0.001054983,0.004186039,0.0001003441,0.0003799001,0.1025498,0.6660347,0.2225307],"study_design_scores_gemma":[0.00003100103,0.00008662489,0.0007750951,0.002339915,0.00004242409,0.001580581,0.005538975,0.00007758077,0.000255667,0.0853041,0.9039009,0.0000672061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001689292,0.03096109,0.002696671,0.8933376,0.03524971,0.00002592105,0.0001379199,0.0002151473,0.03568663],"genre_scores_gemma":[0.05525886,0.05114407,0.007565841,0.8142211,0.02808523,0.0001398343,0.0003300118,0.0005283349,0.04272683],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03723237,"threshold_uncertainty_score":0.1245547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963007549744955,"score_gpt":0.3585946998756638,"score_spread":0.3289646243782143,"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."}}