{"id":"W4385276289","doi":"10.1302/1358-992x.2023.8.029","title":"IMPACT OF CLINICAL COMMUNICATION SUMMARY REPORT ON INJURED WORKERS’ SATISFACTION FOLLOWING ROTATOR CUFF SURGERY","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Helpfulness; Rotator cuff; Patient satisfaction; Physical therapy; Demographics; Health care; Family medicine; Surgery; Demography; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007071935,0.0003112456,0.0009014167,0.0006783949,0.0008632659,0.00001400868,0.0002173197,0.0006422281,0.0001883782],"category_scores_gemma":[0.00804169,0.0002863462,0.0008129274,0.001651771,0.0001096331,0.000600437,0.0001868902,0.001715173,0.0003235506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004823866,"about_ca_system_score_gemma":0.001259801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877054,"about_ca_topic_score_gemma":0.00009729795,"domain_scores_codex":[0.9943077,0.0004985376,0.002901041,0.0006155913,0.0009189105,0.0007582241],"domain_scores_gemma":[0.9927557,0.003385717,0.002238262,0.0006112407,0.0006199854,0.0003891508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002897223,0.00002920864,0.8987736,0.0002466201,0.0001115641,0.00001670013,0.0007958534,0.000002390583,0.000041427,0.00008635478,0.0871998,0.01240684],"study_design_scores_gemma":[0.0006636308,0.0001886645,0.9943177,0.001585892,0.00004458304,0.00000674789,0.001307164,0.00007351232,0.0000108874,0.000352534,0.001221442,0.0002272767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910998,0.00006963853,0.00001144778,0.0006793287,0.002765517,0.001271478,0.00003738903,0.0006918386,0.003373534],"genre_scores_gemma":[0.9973891,0.0003561917,0.0002283549,0.0002216054,0.0004180531,0.0004071368,0.0002267125,0.00008193727,0.0006708929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09554414,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1344571611358713,"score_gpt":0.4822905884624099,"score_spread":0.3478334273265386,"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."}}