{"id":"W2318859536","doi":"10.1155/2002/393415","title":"To All Members","year":2002,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Thoracic Society","funders":"","keywords":"Medicine; Action (physics); Medical education; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00355966,0.001022607,0.0007109477,0.0009577564,0.003587628,0.00359143,0.001464413,0.005217286,0.3611766],"category_scores_gemma":[0.02810083,0.0004122087,0.000600175,0.00052759,0.0007830025,0.002133056,0.003789227,0.005753522,0.2973327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672613,"about_ca_system_score_gemma":0.006851009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003182415,"about_ca_topic_score_gemma":0.005374643,"domain_scores_codex":[0.9967557,0.000882804,0.0001485977,0.0003602489,0.001109857,0.000742835],"domain_scores_gemma":[0.9743499,0.00155292,0.0007824958,0.001360879,0.01008777,0.01186606],"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":[0.00001969807,0.000017662,0.0001699009,0.0000388843,0.000001481113,0.00003827529,0.00009650767,0.000007908411,0.00006267615,0.0003809134,0.9812811,0.01788503],"study_design_scores_gemma":[0.000009753147,0.00001247289,0.0003207483,0.00006423114,0.0000019473,0.0001417309,0.0003421608,0.00001238425,0.00003236136,0.0003716467,0.9986863,0.000004387636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002594898,0.008512258,0.002402808,0.4720924,0.1716445,0.001056881,0.002720795,0.001459148,0.3375163],"genre_scores_gemma":[0.00978493,0.003879092,0.001101688,0.1571185,0.02077601,0.0009986027,0.00145697,0.0003200498,0.8045642],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6388234,"threshold_uncertainty_score":0.911204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0390534898214164,"score_gpt":0.345062661964549,"score_spread":0.3060091721431326,"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."}}