{"id":"W4240568948","doi":"10.1503/cmaj.180039","title":"Saving faces","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Medicine; Surgery; Psychology; General surgery; Intensive care medicine; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006648318,0.0006729978,0.0003881603,0.0005859841,0.001878624,0.001819872,0.0009786055,0.001899909,0.1270255],"category_scores_gemma":[0.003458435,0.0001315694,0.0006138032,0.0002605886,0.001196208,0.002233195,0.003257566,0.002228318,0.05340031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006016369,"about_ca_system_score_gemma":0.0007716339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001735396,"about_ca_topic_score_gemma":0.003484419,"domain_scores_codex":[0.9996069,0.00006976237,0.00001453768,0.0000492076,0.0001733216,0.00008634415],"domain_scores_gemma":[0.9995266,0.00009755738,0.00003822056,0.00008688583,0.00008857509,0.0001621389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002327824,0.0001852834,0.001834519,0.0002381594,0.00003669547,0.002273852,0.0005926639,0.0002017182,0.004030628,0.04775851,0.3807179,0.5618973],"study_design_scores_gemma":[0.00002771092,0.0001583862,0.001840828,0.0004227766,0.00002143606,0.02219321,0.0007426704,0.000219117,0.002081288,0.0188508,0.9534105,0.0000312124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03228818,0.03973446,0.0450874,0.09730776,0.02776065,0.0002687713,0.001593841,0.002355543,0.7536035],"genre_scores_gemma":[0.2254226,0.0250638,0.04037597,0.04551116,0.009115726,0.0002310487,0.001600657,0.0007075647,0.6519714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1270255,"threshold_uncertainty_score":0.4249427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01453555782983329,"score_gpt":0.3024023661163871,"score_spread":0.2878668082865538,"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."}}