{"id":"W2584009011","doi":"10.3899/jrheum.161558","title":"Back to the Future of Rheumatology","year":2017,"lang":"en","type":"editorial","venue":"The Journal of Rheumatology","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vetting; Medicine; The Internet; Reprint; Library science; Associate editor; Medical education; World Wide Web; Computer science","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":[0.005603393,0.001654175,0.001365363,0.002139641,0.002025294,0.008332531,0.001643853,0.007453007,0.01168169],"category_scores_gemma":[0.02257271,0.0005671729,0.001130936,0.0008611653,0.00399511,0.005353725,0.001389832,0.02007977,0.005401315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00300207,"about_ca_system_score_gemma":0.004488382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074732,"about_ca_topic_score_gemma":0.002982205,"domain_scores_codex":[0.9957184,0.001284143,0.0004289776,0.0004046744,0.001861355,0.0003024637],"domain_scores_gemma":[0.9801301,0.01047351,0.0007965585,0.000570882,0.00525874,0.002770263],"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":[0.00003016071,0.000007860512,0.00003658524,0.0003346599,0.00001264524,0.0001122996,0.00006793309,0.00002654256,0.00006297744,0.005319969,0.9762404,0.01774802],"study_design_scores_gemma":[0.00001423363,0.0000134796,0.00007570429,0.0004724468,0.00001241787,0.0001581929,0.00006966043,0.00003452943,0.0000391945,0.002496553,0.9966073,0.000006413293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007125179,0.04936286,0.0002360232,0.1256657,0.8211613,0.000008710537,0.00002825233,0.0000777654,0.003388095],"genre_scores_gemma":[0.001746683,0.03431967,0.0002053356,0.04623491,0.9095914,0.00001097348,0.00001612258,0.0000359628,0.007838845],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01168169,"threshold_uncertainty_score":0.03907907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006816451483874787,"score_gpt":0.2857086539217898,"score_spread":0.2788922024379151,"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."}}