{"id":"W2955769543","doi":"10.1016/j.jtcvs.2019.06.034","title":"Commentary: INSPIRE results? A critical appraisal of study end points","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Critical appraisal; Psychology; Medicine; Alternative medicine; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08794314,0.002167444,0.007330908,0.004101672,0.006749853,0.01110628,0.008779196,0.09368163,0.0131859],"category_scores_gemma":[0.4270973,0.002885159,0.005014981,0.003320024,0.00871213,0.00671867,0.004153517,0.0657329,0.01336662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01298733,"about_ca_system_score_gemma":0.02009145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007847999,"about_ca_topic_score_gemma":0.01241211,"domain_scores_codex":[0.8780146,0.06175379,0.02400606,0.00775999,0.02419428,0.004271253],"domain_scores_gemma":[0.5193299,0.3372036,0.03370525,0.01467935,0.07895028,0.01613156],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001674986,0.00001592019,0.0002744171,0.0004873127,0.0001779301,0.0002362789,0.0001374784,0.00002730842,0.00006575522,0.0009982276,0.9931225,0.004289384],"study_design_scores_gemma":[0.002061224,0.0001734186,0.00195604,0.009394305,0.001250575,0.0009143943,0.0006800119,0.0008428376,0.0005478845,0.0189853,0.9628828,0.0003113145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001241774,0.00235822,0.0001604029,0.9229466,0.0731226,0.00005978708,0.0001883265,0.00003475112,0.001005101],"genre_scores_gemma":[0.001517219,0.0007872879,0.000494753,0.89781,0.09815425,0.0001568332,0.00004477558,0.00003593653,0.0009989141],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9120569,"threshold_uncertainty_score":0.4650933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0414647558897006,"score_gpt":0.3655235596690512,"score_spread":0.3240588037793506,"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."}}