{"id":"W2512853012","doi":"10.23736/s0021-9509.16.09603-8","title":"Mini-thoracotomy vs. conventional sternotomy mitral valve surgery: a systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"The Journal of Cardiovascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Population Health Research Institute; McMaster University","funders":"","keywords":"Medicine; Meta-analysis; Cochrane Library; Perioperative; Randomized controlled trial; MEDLINE; Stroke (engine); Cardiopulmonary bypass; Median sternotomy; Thoracotomy; Blinding; Surgery; Internal medicine","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":[0.01354981,0.002864176,0.02380859,0.006621092,0.0006488013,0.004029287,0.002455011,0.002825576,0.004874705],"category_scores_gemma":[0.03133456,0.001589441,0.04048047,0.007863336,0.0007764858,0.002337197,0.001653999,0.002047895,0.0003226585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003358455,"about_ca_system_score_gemma":0.004478331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006067328,"about_ca_topic_score_gemma":0.01178725,"domain_scores_codex":[0.9912273,0.003858814,0.002673236,0.0008733341,0.001033952,0.0003334447],"domain_scores_gemma":[0.9815638,0.01318706,0.003325222,0.0003652548,0.001297402,0.0002612547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002588381,0.00003758303,0.002328529,0.5689316,0.4153361,0.0001337122,0.00008940857,0.0004838981,0.0001547264,0.0001475455,0.0004770615,0.009291534],"study_design_scores_gemma":[0.001040664,0.0002910037,0.002682561,0.04447214,0.9495299,0.00009682798,0.00005428222,0.0002528194,0.0001006089,0.000202492,0.001249066,0.00002755279],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005325476,0.9925962,0.0004301543,0.0002006819,0.0001329059,0.0005917712,0.0004846852,0.00002054263,0.0002175195],"genre_scores_gemma":[0.1525454,0.8386956,0.002812059,0.0009838601,0.0003139054,0.003442789,0.0007684043,0.00002782112,0.0004101284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02380859,"threshold_uncertainty_score":0.07165909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1340983236251749,"score_gpt":0.3585022112884626,"score_spread":0.2244038876632877,"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."}}