{"id":"W6993063692","doi":"","title":"Near infra-red spectroscopy in a pediatric population undergoing cardiac surgery","year":2010,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Cardiac surgery; Population; Prospective cohort study; Logistic regression; Retrospective cohort study; Limits of agreement","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004247714,0.0001697848,0.000215635,0.0006191286,0.0003724601,0.000327618,0.0001538601,0.0002633875,0.00160956],"category_scores_gemma":[0.001784043,0.0001334309,0.0001285902,0.0006820997,0.0002427973,0.0003281444,0.0002430687,0.000476944,0.0002884483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002579181,"about_ca_system_score_gemma":0.0004198684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901244,"about_ca_topic_score_gemma":0.001881453,"domain_scores_codex":[0.9996892,0.00005952463,0.00002827877,0.00005277243,0.0001031914,0.00006700147],"domain_scores_gemma":[0.9989937,0.0002012499,0.00047017,0.00002753349,0.0001625485,0.0001448454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001958995,0.00003660931,0.996687,0.000008779401,0.000004830464,0.0004277088,0.0001139487,0.00001234606,0.0002366714,0.000006524365,0.0001499658,0.002296171],"study_design_scores_gemma":[0.000002121475,0.0002543157,0.9957438,0.000008517692,0.000009237776,0.002933414,0.0005830484,0.00007127248,0.0001318696,0.00001022806,0.0002494146,0.000002740423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991886,0.0002545434,0.00006299813,0.00006141941,0.000003295217,0.000005780518,0.00008803841,0.000002038196,0.0003332213],"genre_scores_gemma":[0.9991747,0.0004538598,0.0001001762,0.00004039714,0.00001423739,0.000008404521,0.0001140946,0.000001589094,0.00009250252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001901244,"threshold_uncertainty_score":0.005384505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161019787835477,"score_gpt":0.2768794373687896,"score_spread":0.2652692394904348,"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."}}