{"id":"W7096953885","doi":"","title":"The Journal of Rheumatology Volume 29, no. 11 rheumatologists in ontario, Canada. Barriers to providing adequate rheumatology care: implications from a survey of","year":2002,"lang":"en","type":"article","venue":"","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Rheumatology; Volume (thermodynamics); MEDLINE; Alternative medicine","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":[0.0005257006,0.0001652506,0.0006653225,0.0001538012,0.0001206424,0.000008735033,0.0002475661,0.0001346269,0.0007162701],"category_scores_gemma":[0.003718438,0.0001125521,0.00008696643,0.0003302452,0.0001771916,0.00005963007,0.00004969946,0.0002690238,0.00001034916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003880387,"about_ca_system_score_gemma":0.001682507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926319,"about_ca_topic_score_gemma":0.9988071,"domain_scores_codex":[0.9977831,0.00032337,0.001087991,0.0002141277,0.0002509603,0.0003404755],"domain_scores_gemma":[0.9972356,0.0009188174,0.0003789724,0.0003863437,0.0008080789,0.00027221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001283078,0.00005353543,0.9824515,0.00007672775,0.00006919997,0.000002050567,0.003215906,0.00003310593,0.00007186773,0.0004156087,0.01242557,0.001056601],"study_design_scores_gemma":[0.001092634,0.0002810267,0.9927131,0.0001334631,0.00002668983,0.00006632622,0.003227053,0.0002421753,0.00001615001,0.00005790267,0.002022421,0.0001210501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994164,0.0008886051,0.000311123,0.003102822,0.0004192909,0.000497131,0.00002206149,0.000008740089,0.0005861922],"genre_scores_gemma":[0.9989312,0.000152014,0.0004279329,0.00008742144,0.000001800813,0.00002509318,0.00002541622,0.0000151781,0.0003339786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040315,"threshold_uncertainty_score":0.7842655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529612249237556,"score_gpt":0.2438994636585652,"score_spread":0.2286033411661896,"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."}}