{"id":"W7097159747","doi":"","title":"P.O.Box3055,Victoria,B.C.,V8W3P6Canada","year":2008,"lang":"en","type":"article","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003552967,0.0009310893,0.000785907,0.0006649215,0.00161396,0.002045655,0.001304546,0.002515629,0.8437608],"category_scores_gemma":[0.0009967843,0.0003742675,0.0005153425,0.0006402548,0.0006358702,0.0005084141,0.0010705,0.00189332,0.5564944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017772,"about_ca_system_score_gemma":0.00212165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02179023,"about_ca_topic_score_gemma":0.03115957,"domain_scores_codex":[0.9996217,0.00002936044,0.00001322145,0.0001163456,0.00009725063,0.0001221142],"domain_scores_gemma":[0.9994494,0.0001221873,0.00002524017,0.00002821486,0.0001002034,0.0002746485],"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":[0.002623478,0.0004612138,0.001764104,0.0006917701,0.00005823972,0.0007125027,0.000382593,0.0004686739,0.03534799,0.005555087,0.5176112,0.4343231],"study_design_scores_gemma":[0.0001633298,0.0002481132,0.007695561,0.0002753711,0.00003011803,0.000339894,0.0004128099,0.0004808964,0.004105384,0.0009348132,0.9852917,0.00002181886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01096686,0.004118782,0.001119277,0.004060932,0.00128798,0.0002666122,0.004830752,0.001633246,0.9717156],"genre_scores_gemma":[0.008890686,0.001021762,0.0006027559,0.0002652213,0.00003080395,0.00004612145,0.00070616,0.0002191485,0.9882173],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1562392,"threshold_uncertainty_score":0.2228563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436885189971812,"score_gpt":0.3098175813364925,"score_spread":0.2954487294367744,"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."}}