{"id":"W2026840698","doi":"10.1136/bmj.e7657","title":"John Anthony Clark Wilson","year":2012,"lang":"en","type":"article","venue":"BMJ","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Osteoarthritis; Internal medicine; Visual analogue scale; Gastroenterology; Calcium pyrophosphate; Stage (stratigraphy); Surgery; Calcium; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002040495,0.00005202719,0.00009457285,0.00003183015,0.00002833364,0.000003288497,0.00001836818,0.00005260781,0.0003322456],"category_scores_gemma":[0.0001268242,0.0000375704,0.00006849614,0.00007388977,0.00002909248,0.00006660529,0.00000902276,0.00006302405,0.0002376292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001426555,"about_ca_system_score_gemma":0.00001561699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001860493,"about_ca_topic_score_gemma":0.00000204587,"domain_scores_codex":[0.9995233,0.00002280675,0.0001113288,0.00006978318,0.0001219045,0.0001508745],"domain_scores_gemma":[0.9996904,0.00002485932,0.00002519257,0.0001450241,0.00002501062,0.00008949874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001670482,0.0008985997,0.500035,0.0006035077,0.00008177818,0.000005929553,0.00208281,0.000002199032,0.01974996,0.005417737,0.3395474,0.1314081],"study_design_scores_gemma":[0.0004473242,0.000122292,0.8528891,0.0000413763,0.00002577865,0.000009880976,0.0002331529,0.00004390929,0.000149518,0.0001279922,0.1458422,0.00006752383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224985,0.001080251,0.0002781582,0.007415789,0.0004079168,0.0003943895,0.000001204835,0.00004620536,0.06787758],"genre_scores_gemma":[0.9952254,0.0000247288,0.001599703,0.0005348891,0.0005257563,0.00001692095,0.00001189966,0.000009273636,0.002051383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3528541,"threshold_uncertainty_score":0.3637856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741211083600386,"score_gpt":0.3316977599378555,"score_spread":0.3142856491018516,"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."}}