{"id":"W2045893305","doi":"10.1016/j.hrthm.2009.04.032","title":"Clinical considerations for allied professionals: Understanding and optimizing three-dimensional electroanatomic mapping of complex arrhythmias—Part 1","year":2009,"lang":"en","type":"review","venue":"Heart Rhythm","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Troubleshooting; Health professionals; Focus (optics); Ablation; Medical physics; Cardiology; Health care; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007530411,0.0005185397,0.003359718,0.0002845711,0.0003275888,0.00003129813,0.00002900132,0.0004501878,0.0001132878],"category_scores_gemma":[0.0002405036,0.0004216397,0.00112263,0.0001893329,0.0001738452,0.00007037097,0.00007077878,0.000527633,0.00001157181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002893984,"about_ca_system_score_gemma":0.001002942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005176232,"about_ca_topic_score_gemma":0.00001223494,"domain_scores_codex":[0.9967092,0.0001906347,0.00152859,0.0007235283,0.0003563488,0.000491719],"domain_scores_gemma":[0.9967284,0.001866268,0.0005384361,0.0004385898,0.0001597672,0.0002685146],"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":[0.00069838,0.001609473,0.0001770021,0.04095261,0.01030401,0.001531254,0.0002893698,0.00002911762,0.00001825791,0.03320651,0.1134742,0.7977098],"study_design_scores_gemma":[0.003641402,0.0005502055,0.0001291305,0.02940505,0.003015358,0.01457898,0.00006466673,0.0006228828,0.000003385466,0.004298383,0.9429818,0.0007087751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000211835,0.9928575,0.001104134,0.001003659,0.0004463193,0.003709355,0.0002112036,0.0000795865,0.0003764753],"genre_scores_gemma":[0.001256957,0.9424842,0.05303456,0.0007099438,0.001227377,0.0002780773,0.000655786,0.0001242086,0.0002288864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8295076,"threshold_uncertainty_score":0.9998236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2388838364248332,"score_gpt":0.4212970862196376,"score_spread":0.1824132497948044,"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."}}