{"id":"W2339586551","doi":"","title":"Barriers to providing adequate rheumatology care: implications from a survey of rheumatologists in ontario, Canada.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatology; Internal medicine; Family medicine; Telephone survey","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001148272,0.0002556923,0.0002300678,0.000593681,0.003303873,0.001013317,0.0007251553,0.0005499552,0.002134392],"category_scores_gemma":[0.005251635,0.0003661242,0.0002931771,0.002280374,0.0009397912,0.0005537167,0.0008334872,0.0006944789,0.0002090658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03383644,"about_ca_system_score_gemma":0.04790635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9937273,"about_ca_topic_score_gemma":0.9964671,"domain_scores_codex":[0.9982777,0.0001988541,0.0001117319,0.00008265883,0.0006636375,0.0006653498],"domain_scores_gemma":[0.9951521,0.0006684911,0.001330175,0.00005074007,0.001542376,0.001256131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001166476,0.00008174729,0.9585525,0.0004752295,0.00002147039,0.0007103482,0.01955201,0.0001195882,0.0003233313,0.0001363342,0.004987828,0.01492306],"study_design_scores_gemma":[0.00001430968,0.00004077964,0.9781652,0.0001420458,0.00001335676,0.00009490216,0.01864841,0.0001431871,0.00003397056,0.00002014811,0.002671943,0.0000117062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988812,0.001063638,0.00009728534,0.005012615,0.00002130135,0.000167514,0.001516971,0.000008721354,0.003299917],"genre_scores_gemma":[0.996291,0.001155236,0.0002046671,0.0009507594,0.0000102117,0.00005819265,0.0003628219,0.000003845454,0.0009633061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03383644,"threshold_uncertainty_score":0.2455017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04077070108247401,"score_gpt":0.2411098250158396,"score_spread":0.2003391239333656,"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."}}