{"id":"W3174167314","doi":"10.3390/healthcare9070790","title":"Peri-Operative Care","year":2021,"lang":"en","type":"article","venue":"Healthcare","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"South Health Campus; University of Calgary","funders":"","keywords":"Medicine; 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":[0.0008361107,0.0001977221,0.0002969939,0.0005852308,0.001676416,0.001214902,0.000586257,0.0005117754,0.06810939],"category_scores_gemma":[0.009204307,0.0001163986,0.0003293975,0.0007777405,0.0004450945,0.0008993663,0.001917465,0.001656319,0.008189989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441772,"about_ca_system_score_gemma":0.005632404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007758033,"about_ca_topic_score_gemma":0.0170979,"domain_scores_codex":[0.9987689,0.0002035994,0.0001316657,0.0001203509,0.000320474,0.0004549792],"domain_scores_gemma":[0.9956707,0.0004369417,0.0008954735,0.000172263,0.0009386893,0.001885957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003475663,0.0005483715,0.2177588,0.0016639,0.0001440689,0.001915513,0.003352339,0.0003340407,0.001016101,0.01116962,0.3886937,0.373056],"study_design_scores_gemma":[0.00008925241,0.0006333313,0.3321055,0.005303521,0.0001134935,0.005904905,0.006985482,0.0002676905,0.0004788353,0.007993206,0.6400301,0.00009474956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2248347,0.02815182,0.006613382,0.08825283,0.006680448,0.0007604554,0.01866843,0.0006014519,0.6254365],"genre_scores_gemma":[0.854099,0.02393581,0.004610891,0.03477336,0.003944937,0.0006465008,0.01097287,0.0002879786,0.0667287],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06810939,"threshold_uncertainty_score":0.2278486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249223066069898,"score_gpt":0.3552342561346193,"score_spread":0.3327420254739203,"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."}}