{"id":"W4254920065","doi":"10.1016/j.athoracsur.2005.07.041","title":"Invited commentary","year":2005,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Psychology","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":[0.007567551,0.001460483,0.002952981,0.001410713,0.008314713,0.009244256,0.003990076,0.1174441,0.02025472],"category_scores_gemma":[0.05785381,0.001304732,0.002868491,0.00109929,0.003292344,0.00378681,0.003875301,0.06314398,0.01412911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009877001,"about_ca_system_score_gemma":0.01113178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01360843,"about_ca_topic_score_gemma":0.0230062,"domain_scores_codex":[0.9910517,0.00215486,0.0008318895,0.001253249,0.00279302,0.001915393],"domain_scores_gemma":[0.9797362,0.009224533,0.001543651,0.0006092998,0.004385035,0.004501305],"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":[0.00001805482,0.000006460524,0.0001296569,0.00002909589,0.000009039898,0.0003887995,0.00006735398,0.0000151815,0.00002275117,0.0005640663,0.9971149,0.001634664],"study_design_scores_gemma":[0.00009936864,0.00003389121,0.0008296961,0.0004436852,0.00005772594,0.0007386708,0.0004075288,0.0001415377,0.0001014569,0.002697473,0.9943967,0.00005231712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001654078,0.001323858,0.00004202122,0.9151359,0.07912127,0.00001918498,0.00004689652,0.00002133764,0.004124071],"genre_scores_gemma":[0.001065501,0.0003954196,0.00004420538,0.9556882,0.03304557,0.00003105065,0.00001832212,0.00001389017,0.009697826],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1174441,"threshold_uncertainty_score":0.07166296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188432445614125,"score_gpt":0.3641681092233153,"score_spread":0.2453248646619028,"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."}}