{"id":"W2418043720","doi":"","title":"Primer on consensus in guide selection for performance of transradial coronary angioplasty.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Medicine; Angioplasty; Selection (genetic algorithm); Cardiology; Internal medicine; Primer (cosmetics); Artificial intelligence","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":[0.1009147,0.001459124,0.002272931,0.009089408,0.004056325,0.007399312,0.008564075,0.0154726,0.02079874],"category_scores_gemma":[0.1557944,0.00169285,0.002653154,0.003965267,0.006469283,0.01310721,0.009306676,0.02325152,0.01223718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003440995,"about_ca_system_score_gemma":0.01760567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860146,"about_ca_topic_score_gemma":0.00641952,"domain_scores_codex":[0.9423811,0.03417027,0.01051024,0.001818169,0.009671414,0.001448791],"domain_scores_gemma":[0.8355956,0.09563094,0.005039177,0.00587238,0.04874013,0.009121647],"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":[0.0001266152,0.0001978876,0.001286594,0.001879509,0.00008436386,0.001191078,0.002756292,0.0008416147,0.0006236868,0.04656212,0.6082253,0.3362248],"study_design_scores_gemma":[0.0001049895,0.0001124912,0.0009579493,0.009077279,0.00006811375,0.002657567,0.002323619,0.001612149,0.0005612037,0.08955013,0.892813,0.0001615348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001039963,0.02754363,0.2292592,0.6629879,0.04519814,0.001426311,0.0005025048,0.002030886,0.03001143],"genre_scores_gemma":[0.01738323,0.02521683,0.7358031,0.1800209,0.02040808,0.003258604,0.001086668,0.001162648,0.01565997],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1009147,"threshold_uncertainty_score":0.5336946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069198075494231,"score_gpt":0.2498975043017871,"score_spread":0.2292055235468448,"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."}}