{"id":"W2138494786","doi":"10.1378/chest.128.6.4046","title":"Concurrent Robotic Hybrid Revascularization Using an Enhanced Operative Suite","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Revascularization; Medicine; Suite; Percutaneous coronary intervention; Hybrid system; Surgery; Cardiology; Computer science; 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":[0.0007029675,0.0009116234,0.0005499201,0.0007525058,0.0007262536,0.001084236,0.0007485618,0.0006133804,0.003062004],"category_scores_gemma":[0.00101487,0.0004785159,0.001033488,0.0003082561,0.0004310788,0.0009101918,0.001230233,0.00140009,0.0006926615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003733044,"about_ca_system_score_gemma":0.0006338861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006867282,"about_ca_topic_score_gemma":0.002493024,"domain_scores_codex":[0.9994116,0.00006595722,0.00007436045,0.0001526534,0.0001179368,0.0001775429],"domain_scores_gemma":[0.9995234,0.0001278319,0.0000588343,0.0001248293,0.00003175002,0.0001333392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01637761,0.0102196,0.08858045,0.0006584124,0.001314426,0.04148195,0.0009299575,0.02392433,0.2866159,0.003642982,0.004857742,0.5213966],"study_design_scores_gemma":[0.005832036,0.0422449,0.3118326,0.0002120187,0.001625849,0.4515967,0.0006175854,0.07695984,0.08201899,0.004804234,0.02162709,0.000628208],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9245642,0.00064057,0.06139607,0.0003325294,0.00023665,0.0002848108,0.0001730901,0.0007993796,0.01157274],"genre_scores_gemma":[0.9585767,0.0002229935,0.03754642,0.0002766914,0.0004602558,0.00018871,0.0002146148,0.00007849996,0.002435078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003062004,"threshold_uncertainty_score":0.01024342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03332149582956731,"score_gpt":0.324191882055309,"score_spread":0.2908703862257417,"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."}}