{"id":"W4409956799","doi":"10.1002/ccd.31559","title":"Prospective Evaluation of Treatment Strategies in Patients Presenting With Chronic Total Occlusion: The PETS‐CTO Registry","year":2025,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Pain Management and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Conventional PCI; Angina; Percutaneous coronary intervention; Internal medicine; Prospective cohort study; Myocardial infarction; Cardiology; Canadian Cardiovascular Society; Ischemia; Occlusion; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.002730116,0.0003019791,0.0007641893,0.0008436164,0.0003180575,0.0006915649,0.0003979235,0.0003937398,0.0008519389],"category_scores_gemma":[0.003650271,0.000196023,0.0005718504,0.001812063,0.000315566,0.0004169571,0.0005672151,0.0004018984,0.0002273098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003685585,"about_ca_system_score_gemma":0.0008481547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001922381,"about_ca_topic_score_gemma":0.002975555,"domain_scores_codex":[0.9983405,0.0007722157,0.0002127736,0.0002917454,0.0002370096,0.0001458484],"domain_scores_gemma":[0.9936253,0.001178362,0.003382436,0.0006088653,0.0004684173,0.0007365986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002051603,0.0001425209,0.9950969,0.00003115858,0.0001485206,0.00003390919,0.00003640438,0.00006373771,0.0001236174,0.00002781935,0.0003194142,0.00192441],"study_design_scores_gemma":[0.000511179,0.001097007,0.9968811,0.00002787902,0.0002324691,0.0001802412,0.0001316077,0.0002472762,0.0001159668,0.00003039245,0.0005356627,0.000009157542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960058,0.0003187808,0.0001247643,0.0000574478,0.000007168649,0.0000994689,0.002857978,0.000004140168,0.0005245138],"genre_scores_gemma":[0.9915747,0.0003067131,0.0003141513,0.00007223792,0.00003979227,0.0002768698,0.007282869,0.000004911841,0.0001276247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002730116,"threshold_uncertainty_score":0.01443839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982201886769721,"score_gpt":0.2957924430445371,"score_spread":0.2759704241768399,"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."}}