{"id":"W1995323572","doi":"10.1016/j.ejcts.2004.11.017","title":"Reply to Sersar et al.","year":2004,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Philosophy","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":[0.006279714,0.001288311,0.002093737,0.001164203,0.002148669,0.002841499,0.003959302,0.037085,0.005848877],"category_scores_gemma":[0.03909662,0.0009173309,0.001446951,0.001098726,0.003181812,0.007008377,0.002191406,0.04689695,0.007555553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002299452,"about_ca_system_score_gemma":0.002829794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002200623,"about_ca_topic_score_gemma":0.002944611,"domain_scores_codex":[0.9961093,0.0007398766,0.0007264205,0.000658457,0.001443724,0.0003223291],"domain_scores_gemma":[0.9800302,0.008540872,0.001433777,0.0005937234,0.007581699,0.001819681],"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":[0.00003820085,0.00001709672,0.0003493697,0.0001165594,0.00001480461,0.00052852,0.00008582324,0.00003460489,0.00007479869,0.0005919897,0.9920433,0.006104944],"study_design_scores_gemma":[0.00006361595,0.00006193014,0.001546011,0.0003328346,0.00004468559,0.003229155,0.0007158448,0.0003026612,0.0003863616,0.003892276,0.9892975,0.0001271439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002071839,0.002046469,0.0001472668,0.9080057,0.08902386,0.00001250894,0.00005720824,0.00004335197,0.0004564289],"genre_scores_gemma":[0.001414273,0.001703766,0.000268722,0.9242871,0.0700819,0.00003349177,0.00003637949,0.00002648043,0.002147946],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.037085,"threshold_uncertainty_score":0.03321064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04103553720142698,"score_gpt":0.3149682511973403,"score_spread":0.2739327139959133,"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."}}