{"id":"W4383737113","doi":"10.1177/22925503231181773","title":"Rate Your Physician, Rate Your Patient?","year":2023,"lang":"en","type":"editorial","venue":"Plastic Surgery","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; McGill University","funders":"","keywords":"Medicine","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":[0.01534181,0.006029672,0.008142628,0.006401659,0.007845111,0.01388424,0.005258732,0.04706322,0.03728109],"category_scores_gemma":[0.06968257,0.002773075,0.004984599,0.004080602,0.003346485,0.005658499,0.00224826,0.03554403,0.03032898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007699919,"about_ca_system_score_gemma":0.006475735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007933291,"about_ca_topic_score_gemma":0.02760021,"domain_scores_codex":[0.9895978,0.002739624,0.0012693,0.000871484,0.004922293,0.0005994248],"domain_scores_gemma":[0.9304763,0.03168252,0.00328123,0.001670506,0.02329593,0.009593382],"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":[0.00001817082,0.00001246495,0.00002648749,0.0001150978,0.00001546922,0.00003838835,0.000005991642,0.000009448371,0.000006277983,0.0001152194,0.9975574,0.002079567],"study_design_scores_gemma":[0.000282077,0.00007422591,0.001020597,0.002061889,0.0002863194,0.000272623,0.000116486,0.0004256393,0.00006287335,0.00161963,0.9937197,0.00005807608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001844267,0.003030828,0.00006664822,0.04497869,0.9498332,0.00002479333,0.00007300312,0.00003759542,0.001936838],"genre_scores_gemma":[0.0002452902,0.002502788,0.00008261733,0.02729143,0.9617071,0.00004484092,0.00003913091,0.00003061489,0.00805618],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04706322,"threshold_uncertainty_score":0.1247177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198046750831306,"score_gpt":0.4107405093928524,"score_spread":0.2909358343097218,"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."}}