{"id":"W3143524183","doi":"10.1503/cmaj.1095929","title":"Canadian physicians frustrated with vaccine rollout","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic fatigue syndrome; Fibromyalgia; Medicine; Medical illness; Chronic fatigue; Physical therapy; Illness severity; Psychiatry; Severity of illness; Illness behavior","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002890665,0.0002564193,0.0003202305,0.0009520883,0.01323488,0.002380776,0.001370081,0.002704508,0.02207411],"category_scores_gemma":[0.01677194,0.0004093475,0.0003306867,0.002179336,0.002700361,0.0007912299,0.001787042,0.003506101,0.001665264],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04200894,"about_ca_system_score_gemma":0.0610266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9323579,"about_ca_topic_score_gemma":0.9612355,"domain_scores_codex":[0.9928553,0.00119251,0.000219244,0.0003884438,0.002895712,0.002448876],"domain_scores_gemma":[0.9760774,0.002365901,0.002707642,0.0003505109,0.007627888,0.01087064],"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":[0.0002302068,0.0001780429,0.1690299,0.0003652471,0.00006734658,0.004370748,0.01688109,0.0002916779,0.0009291373,0.003948609,0.7157961,0.08791187],"study_design_scores_gemma":[0.0001301131,0.0002366777,0.3179763,0.0007491829,0.0000642106,0.002956574,0.06383843,0.0004092952,0.0003661926,0.0008535229,0.612282,0.0001375039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2424756,0.01414954,0.0003825898,0.5715299,0.004594741,0.000276786,0.002163714,0.0002245305,0.1642025],"genre_scores_gemma":[0.7715455,0.01024868,0.0008979985,0.1784858,0.001627194,0.00008733021,0.001037886,0.00008302827,0.03598647],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9579911,"threshold_uncertainty_score":0.3047976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007568804046368916,"score_gpt":0.2488085189339022,"score_spread":0.2412397148875333,"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."}}