{"id":"W2304187591","doi":"10.1186/1749-8090-10-s1-a123","title":"How to get a bloodless intra-cardiac field in mini-invasive cardiac surgery","year":2015,"lang":"en","type":"article","venue":"Journal of Cardiothoracic Surgery","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Cardiac surgery; Cardiothoracic surgery; Medicine; Surgery; Minimally invasive cardiac surgery; General surgery","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":[0.001492207,0.0002883848,0.0002506239,0.0002653585,0.0003319726,0.0004135845,0.0003729478,0.0005015934,0.00214027],"category_scores_gemma":[0.001275309,0.0002153802,0.0003398931,0.00009401966,0.0008725259,0.0008489277,0.0003803322,0.0006419815,0.0005313114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010389,"about_ca_system_score_gemma":0.0003688797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002073739,"about_ca_topic_score_gemma":0.0003178631,"domain_scores_codex":[0.9996358,0.0001217364,0.00002346528,0.00008398755,0.00007376575,0.00006125704],"domain_scores_gemma":[0.999461,0.0001589203,0.00006766045,0.0001304039,0.00004030915,0.0001417643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001561738,0.0009037352,0.003910132,0.0003566175,0.00003088548,0.0003891091,0.0003785217,0.001089862,0.9015622,0.00104701,0.0006096999,0.08816058],"study_design_scores_gemma":[0.0007386417,0.0524631,0.1118162,0.0002896344,0.0002833941,0.009917025,0.0008470814,0.01076763,0.7791839,0.004677738,0.02877148,0.0002441696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9227819,0.001789051,0.07138182,0.0005609905,0.0002208024,0.0001863084,0.00006178977,0.0001970541,0.002820299],"genre_scores_gemma":[0.8774665,0.002100419,0.1172665,0.0003354494,0.00019013,0.0002442051,0.0001834535,0.00007613403,0.002137085],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00214027,"threshold_uncertainty_score":0.007891595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06860118757723978,"score_gpt":0.3523815007019682,"score_spread":0.2837803131247284,"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."}}