{"id":"W2065137556","doi":"10.1007/s00402-008-0671-1","title":"The final straw: a qualitative study to explore patient decisions to undergo total hip arthroplasty","year":2008,"lang":"en","type":"article","venue":"Archives of Orthopaedic and Trauma Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Focus group; Qualitative research; Arthroplasty; Physical therapy; Orthopedic surgery; Hip arthroplasty; Grounded theory; Hip surgery; Coding (social sciences); Total hip arthroplasty; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0003129229,0.000267898,0.0005868168,0.0003085616,0.0004236231,0.00001850368,0.00007070561,0.00002905894,0.00003182174],"category_scores_gemma":[0.0009927173,0.0001824659,0.0002888202,0.0003256558,0.0004418177,0.00008593308,0.0001546011,0.0002130033,0.00003242039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001386369,"about_ca_system_score_gemma":0.0001891713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008090628,"about_ca_topic_score_gemma":0.0001849329,"domain_scores_codex":[0.9975786,0.0002615585,0.000695053,0.0004287608,0.0005862531,0.0004497858],"domain_scores_gemma":[0.992933,0.005939439,0.0001269968,0.0004077732,0.00006107641,0.0005316989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003447422,0.001833564,0.320632,0.00003793869,0.0004384501,0.0007492257,0.2935811,0.00003896171,0.0001147281,0.0002263772,0.002641051,0.3762592],"study_design_scores_gemma":[0.001443463,0.002303623,0.883395,0.0001929974,0.00005638339,0.0003434415,0.1101269,0.00001022175,0.00008426524,0.0001896536,0.001623045,0.0002310613],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961121,0.0002803083,0.0005226067,0.001306187,0.0003392765,0.0008733319,0.0000267268,0.00004731717,0.0004921472],"genre_scores_gemma":[0.9981881,0.0001120694,0.0009160526,0.0001910936,0.00007411101,0.00007285124,0.000008403636,0.00003043029,0.0004069181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.562763,"threshold_uncertainty_score":0.7440742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08590555659699654,"score_gpt":0.3205403874232715,"score_spread":0.234634830826275,"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."}}