{"id":"W2397317031","doi":"10.1097/prs.0b013e31828129f4","title":"Reply","year":2013,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Rasch model; Item response theory; Classical test theory; Polytomous Rasch model; Rating scale; Scale (ratio); Test (biology); Psychology; Level of measurement; Construct (python library); Econometrics; Computer science; Psychometrics; Cognitive psychology; Statistics; Clinical psychology; Mathematics; Developmental psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001963577,0.0009372526,0.0008004779,0.0007187856,0.00198947,0.002679524,0.00171951,0.01146754,0.06652825],"category_scores_gemma":[0.02668779,0.00046127,0.0009055983,0.0004515536,0.001538642,0.0038952,0.001982424,0.01659979,0.04678874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519582,"about_ca_system_score_gemma":0.002514599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001979143,"about_ca_topic_score_gemma":0.002011486,"domain_scores_codex":[0.9984921,0.0004271629,0.0001499383,0.0002978127,0.0003828801,0.0002500205],"domain_scores_gemma":[0.9934434,0.002101313,0.0003678067,0.0002914761,0.002742387,0.001053573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001515986,0.000004795001,0.0001648126,0.00003472609,0.000003280257,0.0002524363,0.0000582112,0.000009000732,0.00003076227,0.0005942541,0.9938654,0.004967218],"study_design_scores_gemma":[0.00001370452,0.00001660663,0.0003363799,0.0001862121,0.000006276273,0.001472183,0.0003702836,0.00004221592,0.00009220278,0.001255791,0.9961897,0.0000184366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0006864325,0.004768558,0.0003561817,0.795395,0.18453,0.00004490793,0.0003444079,0.0002138769,0.01366077],"genre_scores_gemma":[0.005866972,0.003039653,0.0002960882,0.8948057,0.0511237,0.0000806589,0.0002133844,0.00011053,0.04446335],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06652825,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221341344841331,"score_gpt":0.2267120018053102,"score_spread":0.2045778673211771,"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."}}