{"id":"W4415438858","doi":"10.1302/1358-992x.2025.10.125","title":"CAN WE ACHIEVE HIGH COMPLIANCE IN COLLECTING PATIENT-REPORTED OUTCOMES? THE OTTAWA EXPERIENCE","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Informed consent; Prom; Orthopedic surgery; Patient satisfaction; Phone; Data collection; Quality management; Patient care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000696736,0.000198498,0.000397433,0.0003488316,0.0003043884,0.00009755352,0.0003483964,0.00008928493,0.00004698565],"category_scores_gemma":[0.000643997,0.0001814921,0.0000914937,0.001239407,0.00009050031,0.000175499,0.0001736282,0.0003121037,0.00002493295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596308,"about_ca_system_score_gemma":0.00006261449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006563841,"about_ca_topic_score_gemma":0.0007997059,"domain_scores_codex":[0.997903,0.000009347831,0.0009640897,0.0005220972,0.00007966696,0.0005217811],"domain_scores_gemma":[0.9990905,0.00007638546,0.0004604445,0.0002294461,0.00005990336,0.00008330632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001799315,0.0000787444,0.6367427,0.000152057,0.00004469758,0.000008269688,0.005422399,0.00000560229,0.000006551007,0.3446889,0.002873019,0.009959061],"study_design_scores_gemma":[0.001753416,0.0001409934,0.5143386,0.000401776,0.00001447577,0.000009458918,0.004472447,0.001401734,0.00006009424,0.09336238,0.3834135,0.0006311281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8536015,0.0005838809,0.0002063912,0.08538973,0.0008797385,0.0008855479,0.00002415622,0.0001055744,0.05832345],"genre_scores_gemma":[0.9911867,0.0001563123,0.0002267661,0.005262911,0.0000437529,0.000298715,0.000002634049,0.00001648828,0.002805703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3805405,"threshold_uncertainty_score":0.9922608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05338959628641448,"score_gpt":0.2908039241807893,"score_spread":0.2374143278943748,"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."}}