{"id":"W4253286826","doi":"10.1038/modpathol.2008.219","title":"Head & Neck","year":2009,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Dupuytren's Contracture and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Head and neck; Medicine; Anatomy; Pathology; 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":[0.00004077983,0.0001244867,0.0002551245,0.0000598111,0.00003715897,0.000006050411,0.00004554395,0.0001232793,0.0001166953],"category_scores_gemma":[0.00002504239,0.00009594693,0.00007535821,0.00004636461,0.0000271058,0.00003475911,0.000009981206,0.0001277095,0.0004646197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002650724,"about_ca_system_score_gemma":0.00002546325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000581323,"about_ca_topic_score_gemma":0.00002419613,"domain_scores_codex":[0.9992615,0.00002209568,0.0001309473,0.0002440352,0.00009032482,0.0002510916],"domain_scores_gemma":[0.9994929,0.0000140053,0.0000313126,0.0003348432,0.00002917572,0.00009773418],"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":[0.00075448,0.002039701,0.06478777,0.00002470722,0.0001561195,0.007445542,0.001953666,0.00002140762,0.04747702,0.0015658,0.00708665,0.8666871],"study_design_scores_gemma":[0.007231441,0.001639215,0.8604733,0.0000530863,0.000313359,0.003267228,0.000009108963,0.0002137639,0.002194769,0.02689978,0.09737362,0.0003312629],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637933,0.0006458772,0.002266548,0.004273733,0.0001256937,0.0001653753,0.000004487137,0.0001083107,0.02861664],"genre_scores_gemma":[0.9862469,0.00002298519,0.001967158,0.00536489,0.0001144837,0.000006251897,0.00005729112,0.00001104207,0.006208928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8663559,"threshold_uncertainty_score":0.5971902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484054491205436,"score_gpt":0.322970495424475,"score_spread":0.2981299505124206,"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."}}