{"id":"W4407557176","doi":"10.1177/00034894251320003","title":"Assessing Patient-Reported Outcomes: A Mixed Methods Qualitative Comparison Between Obturator and Surgically Reconstructed Maxillectomy Patients","year":2025,"lang":"en","type":"article","venue":"Annals of Otology Rhinology & Laryngology","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Trismus; Rehabilitation; Dentistry; Surgery; Physical therapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001219878,0.0004237287,0.002570244,0.0009012424,0.0001569441,0.0000150349,0.0001790055,0.0009819034,0.0001023964],"category_scores_gemma":[0.002431391,0.0003672811,0.0003644404,0.000513613,0.001943641,0.0002079986,0.0002204867,0.0007148877,0.000003897753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000297179,"about_ca_system_score_gemma":0.0002697516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007552186,"about_ca_topic_score_gemma":0.0000118363,"domain_scores_codex":[0.9937554,0.003031703,0.001662567,0.0007889126,0.0001239617,0.0006374836],"domain_scores_gemma":[0.9948082,0.002649231,0.0009191344,0.0005507498,0.0009261826,0.0001465188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002869791,0.000262767,0.8803194,0.00009740594,0.002522292,0.000055973,0.0006620897,6.379945e-8,0.00259444,0.001893173,0.0006972918,0.1106082],"study_design_scores_gemma":[0.002188863,0.0007523971,0.9369658,0.000109352,0.0004526913,0.0003456435,0.001195805,0.000006017461,0.04843887,0.005123803,0.004129202,0.0002916122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906901,0.001094122,0.00264053,0.001926556,0.0005018315,0.0007924667,0.00002313809,0.0001633111,0.002168],"genre_scores_gemma":[0.9712636,0.0001329984,0.02707865,0.001227943,0.00001132509,0.00007134938,0.0001326642,0.00002128895,0.0000601833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1103166,"threshold_uncertainty_score":0.9998779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08290240821184634,"score_gpt":0.4625652509648071,"score_spread":0.3796628427529607,"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."}}