{"id":"W2315823517","doi":"10.1155/2002/608906","title":"A Year of Changes – A New Year of Opportunities","year":2002,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Thoracic Society","funders":"","keywords":"Medicine; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01242771,0.001394301,0.001702382,0.002041964,0.01634338,0.0233986,0.003569956,0.0107666,0.06610386],"category_scores_gemma":[0.02067212,0.0007820536,0.001931532,0.001655132,0.007841293,0.01665759,0.01534493,0.02133622,0.01510495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007000566,"about_ca_system_score_gemma":0.02014152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01525411,"about_ca_topic_score_gemma":0.04925862,"domain_scores_codex":[0.9868101,0.001828984,0.0004851535,0.0008606736,0.00553203,0.004483167],"domain_scores_gemma":[0.9483876,0.002082085,0.001233325,0.001925708,0.006468409,0.03990287],"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":[0.00008894824,0.0001326181,0.0007125491,0.0001461984,0.00001853942,0.0003863148,0.002009771,0.00004872669,0.0004602143,0.00871712,0.9345615,0.05271737],"study_design_scores_gemma":[0.00001394083,0.00006146251,0.001691235,0.0001062531,0.000003950475,0.0002209657,0.004422046,0.00002331799,0.00005695521,0.002676563,0.9906847,0.0000384035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.008916558,0.02185303,0.002559458,0.497417,0.3955816,0.0001766905,0.0006218177,0.000787326,0.07208641],"genre_scores_gemma":[0.1381515,0.01419675,0.006655111,0.3084185,0.1373374,0.0004849285,0.001570833,0.001104795,0.3920802],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06610386,"threshold_uncertainty_score":0.2211394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2963907442638859,"score_gpt":0.4145052854862033,"score_spread":0.1181145412223174,"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."}}