{"id":"W2099203555","doi":"10.5750/ijpcm.v1i2.79","title":"Eliciting patient views on choosing the next available surgeon to reduce waiting times for joint replacement surgery: on the need to consider individual patient preferences and information needs.","year":2011,"lang":"en","type":"article","venue":"The International Journal of Person Centered Medicine","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Women's College Hospital; University of Toronto; Concordia Hospital; University of Calgary","funders":"","keywords":"Medicine; Referral; Knee replacement; Thematic analysis; Joint replacement; Orthopedic surgery; Surgery; Family medicine; Arthroplasty; Qualitative research","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":[0.003695285,0.0002018757,0.0003304077,0.0004417389,0.0007067752,0.00004114961,0.0003036059,0.00006061527,0.0006254918],"category_scores_gemma":[0.004217185,0.00009601337,0.00008650194,0.0001853106,0.00006799366,0.0002508718,0.0001091333,0.0005675459,0.00004656128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003569124,"about_ca_system_score_gemma":0.0002090033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007370782,"about_ca_topic_score_gemma":0.00005440781,"domain_scores_codex":[0.9963403,0.000699861,0.001362463,0.0001368351,0.001102189,0.0003583019],"domain_scores_gemma":[0.9936492,0.003412243,0.001551863,0.0002296515,0.0009660015,0.0001910006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.006120144,0.0001080542,0.03396114,0.0001337614,0.0004809784,0.000004107673,0.3927461,0.0001195611,0.0007234837,0.002647442,0.3886581,0.1742972],"study_design_scores_gemma":[0.003906847,0.006364048,0.06045251,0.01766849,0.0002160853,0.0001099665,0.7750621,0.001090347,0.005515723,0.000783139,0.1282642,0.0005665451],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.921043,0.0001056155,0.00007771992,0.07178717,0.003032297,0.001648008,0.00005172759,0.0000147631,0.002239665],"genre_scores_gemma":[0.9706034,0.00007221133,0.0001441277,0.02849291,0.0004698078,0.0001356564,0.00001756918,0.00001551577,0.00004876856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.382316,"threshold_uncertainty_score":0.6848697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.428760373012818,"score_gpt":0.4031966455048439,"score_spread":0.02556372750797414,"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."}}