{"id":"W4321513288","doi":"10.4103/jicc.jicc_10_22","title":"Managing Calcified Coronaries","year":2022,"lang":"en","type":"article","venue":"Journal of Indian College of Cardiology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Modalities; Percutaneous; Stent; Target lesion; Intensive care medicine; Coronary artery calcium; Therapeutic modalities; Cardiology; Radiology; Internal medicine; Coronary artery disease; Myocardial infarction","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":[0.0006330687,0.0004067797,0.0006307747,0.000943719,0.0005715918,0.001394572,0.0007032469,0.001066319,0.00231565],"category_scores_gemma":[0.002322989,0.0001171767,0.000491717,0.000425608,0.000445556,0.001110229,0.0009892309,0.001931347,0.001043284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002985291,"about_ca_system_score_gemma":0.0009814622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007712737,"about_ca_topic_score_gemma":0.001098166,"domain_scores_codex":[0.999702,0.00007791159,0.00004222142,0.00004286693,0.00008193389,0.00005296864],"domain_scores_gemma":[0.9995408,0.0001437828,0.00009381973,0.00002843202,0.0001000792,0.0000931382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000288728,0.0002747251,0.007946429,0.005057017,0.0002063469,0.006210499,0.0006854625,0.0004153335,0.004132336,0.006138624,0.05574141,0.9129031],"study_design_scores_gemma":[0.0004082685,0.0009134116,0.03215002,0.0156238,0.0008182843,0.08359672,0.002314331,0.001510103,0.004636833,0.02817818,0.8297122,0.0001380266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02820304,0.9104218,0.01019063,0.01970503,0.002536953,0.0001438106,0.0001315985,0.0002161454,0.02845109],"genre_scores_gemma":[0.2063036,0.7468085,0.01327916,0.01236215,0.01176467,0.0001564599,0.0004738664,0.00007164745,0.008780097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00231565,"threshold_uncertainty_score":0.007746577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842662695326404,"score_gpt":0.2789179997897077,"score_spread":0.2604913728364436,"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."}}