{"id":"W4400103881","doi":"10.3390/curroncol31070274","title":"To Reconstruct or Not to Reconstruct: Piloting a Vietnamese and Arabic Breast Reconstruction Decision Aid in Australia","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vietnamese; Arabic; Medicine; Thematic analysis; Breast cancer; Qualitative research; Family medicine; Medical education; Linguistics; Cancer; Sociology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008737377,0.0003683388,0.0003325466,0.0003385978,0.00155568,0.001317206,0.0007913071,0.000482772,0.002235522],"category_scores_gemma":[0.01242909,0.0003675401,0.0002993123,0.000206672,0.0008702629,0.001119015,0.001583235,0.0009304327,0.000446813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00158754,"about_ca_system_score_gemma":0.006276403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009998932,"about_ca_topic_score_gemma":0.02478442,"domain_scores_codex":[0.9968784,0.002213317,0.0001326602,0.0001507294,0.0003200749,0.0003049386],"domain_scores_gemma":[0.9942264,0.002215353,0.0002620122,0.0001768722,0.001698991,0.001420384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002527147,0.01910252,0.07718058,0.002126697,0.00008620808,0.005057107,0.55631,0.001730854,0.02672147,0.001051897,0.003837208,0.3042683],"study_design_scores_gemma":[0.0008458888,0.03679011,0.1160907,0.001392876,0.0002391903,0.002674547,0.7460186,0.01174614,0.01773441,0.001242037,0.06496663,0.000258876],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971527,0.00005106107,0.0008871903,0.0003269743,0.00001047045,0.0006124904,0.00001515793,0.000008785973,0.0009351159],"genre_scores_gemma":[0.9717748,0.0004969432,0.02168534,0.0007919429,0.00001400583,0.001260092,0.00007071867,0.0000220187,0.003884122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009998932,"threshold_uncertainty_score":0.0462082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4452642013186345,"score_gpt":0.5486137413397978,"score_spread":0.1033495400211633,"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."}}