{"id":"W4400456032","doi":"10.1510/mmcts.2024.041","title":"Minimally invasive aortic valve replacement through a right anterior thoracotomy","year":2024,"lang":"en","type":"article","venue":"Multimedia Manual of Cardio-Thoracic Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Thoracotomy; Aortic valve replacement; Surgery; Aortic valve; Median sternotomy; Cardiology","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":[0.0002978769,0.0002433096,0.0002256522,0.0002953534,0.000166101,0.0003708716,0.0001517448,0.0001702335,0.001957736],"category_scores_gemma":[0.0004702451,0.00007052377,0.0003193884,0.00007959305,0.0002517877,0.0003222373,0.0002537448,0.0002652048,0.0003494902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044471,"about_ca_system_score_gemma":0.000234991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001598852,"about_ca_topic_score_gemma":0.0002939852,"domain_scores_codex":[0.9998036,0.00003457911,0.00001897593,0.00003822109,0.00007706851,0.00002755034],"domain_scores_gemma":[0.9997129,0.00009839526,0.00007052926,0.000042774,0.00001665203,0.00005864847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.00592484,0.002321303,0.08601756,0.0004921935,0.0003369277,0.01994052,0.0005779683,0.001690102,0.4781292,0.001475058,0.001520518,0.4015739],"study_design_scores_gemma":[0.0004568129,0.05446971,0.4553512,0.0003026959,0.0005111008,0.3365088,0.0006298976,0.00779209,0.1203736,0.0007921627,0.02265597,0.0001559392],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876841,0.001870496,0.005908609,0.0001233089,0.000088963,0.00003813046,0.0001064098,0.00008515178,0.00409479],"genre_scores_gemma":[0.994589,0.000873695,0.003436878,0.0000787868,0.00009221314,0.00002215402,0.0001032397,0.000007975751,0.0007960945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001957736,"threshold_uncertainty_score":0.006549299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253726420748613,"score_gpt":0.3239608119039362,"score_spread":0.3014235476964501,"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."}}