{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003317799,0.00009953469,0.0001958506,0.0001066576,0.00008619626,0.00003120666,0.00003413606,0.00002767452,0.00002016913],"category_scores_gemma":[0.00002597886,0.00006354832,0.0003231481,0.0002194978,0.00006481428,0.00007969979,0.00003623009,0.00003931158,7.225757e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000246264,"about_ca_system_score_gemma":0.0001070263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004825796,"about_ca_topic_score_gemma":0.00003980138,"domain_scores_codex":[0.9991432,0.0001431806,0.0001967091,0.0001940892,0.0002367032,0.00008614021],"domain_scores_gemma":[0.9994326,0.00001162875,0.00006107631,0.0003076144,0.0001705477,0.00001654758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001892237,0.001796297,0.9421612,0.000817468,0.007093599,0.00001146877,0.001703768,0.00656087,0.00009447282,0.003283302,0.00003178382,0.03625655],"study_design_scores_gemma":[0.005426255,0.0005249517,0.9880412,0.0004132692,0.001974473,0.000004038762,0.0006985088,0.002340386,0.0001837842,0.0001716809,0.0001543736,0.00006705352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887176,0.002076083,0.003527673,0.00008927879,0.000055859,0.001497716,0.00000515724,0.00001679542,0.004013899],"genre_scores_gemma":[0.9990791,0.00009150845,0.0000350313,0.000004959992,0.00001494232,0.0001983242,0.00008208575,0.000006078325,0.0004879634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04588002,"threshold_uncertainty_score":0.2591425,"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."}}