{"id":"W2002264427","doi":"10.3899/jrheum.101138","title":"Pattern Recognition: A True Clinician’s Pearl in Rheumatology","year":2011,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Dupuytren's Contracture and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polyarthritis; Rheumatology; Arthritis; Fasciitis; Internal medicine; Dermatology; Physical therapy; Surgery","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":[0.0174032,0.001842158,0.002618406,0.004597646,0.002698972,0.009213596,0.004091667,0.02669489,0.004437204],"category_scores_gemma":[0.0828194,0.001285532,0.001462971,0.002247725,0.01119395,0.03365406,0.005304866,0.04580769,0.006583728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002620385,"about_ca_system_score_gemma":0.00412177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426366,"about_ca_topic_score_gemma":0.002695917,"domain_scores_codex":[0.9851204,0.006274424,0.002619633,0.0008384996,0.004571661,0.0005755174],"domain_scores_gemma":[0.9303104,0.04475209,0.003455871,0.002807763,0.01428847,0.004385415],"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":[0.0001582249,0.0001473199,0.003629981,0.001207374,0.00007554485,0.0255629,0.001275619,0.0002978488,0.0007605662,0.02950011,0.7768933,0.1604912],"study_design_scores_gemma":[0.0002753235,0.000308202,0.001219614,0.005333012,0.00008972074,0.1090124,0.003639353,0.001431066,0.0003616142,0.05943679,0.8186747,0.000218201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00139225,0.06164158,0.008695002,0.8159324,0.1046728,0.0000624764,0.00004441536,0.0002337798,0.007325379],"genre_scores_gemma":[0.02751845,0.07404171,0.01439311,0.5348557,0.3422022,0.0001546549,0.00008559391,0.0001992839,0.006549214],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02669489,"threshold_uncertainty_score":0.09203804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04605328901256688,"score_gpt":0.2857375815096193,"score_spread":0.2396842924970524,"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."}}