{"id":"W4205517599","doi":"10.1503/cmaj.071861","title":"News @ a glance","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Data science; Medicine; Family medicine; Library science; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004568623,0.0008054932,0.0003267855,0.0005103046,0.001870151,0.003266753,0.0007646486,0.004622407,0.5182535],"category_scores_gemma":[0.002806214,0.0003274647,0.0006144711,0.0004994555,0.0004634338,0.002289085,0.001277767,0.004871918,0.3888757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006879072,"about_ca_system_score_gemma":0.001202737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012577,"about_ca_topic_score_gemma":0.02507283,"domain_scores_codex":[0.9996549,0.00003504062,0.00001580751,0.00004131882,0.0001725051,0.0000803701],"domain_scores_gemma":[0.9989058,0.0001466034,0.00003840583,0.00006907593,0.0004099006,0.0004302369],"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":[0.000009546577,0.000006662665,0.00003524143,0.00001327407,6.347639e-7,0.00002972061,0.000008339809,0.000003773694,0.00002902962,0.0001859424,0.9930938,0.006584055],"study_design_scores_gemma":[0.000004180063,0.000005160557,0.0002230845,0.00002558636,8.930288e-7,0.00002581278,0.00005720395,0.000007169323,0.00002449484,0.00008603201,0.9995377,0.000002783744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.000877384,0.004633977,0.000433215,0.1384934,0.07814249,0.0001102352,0.002464378,0.001711463,0.7731336],"genre_scores_gemma":[0.001919923,0.00166854,0.0002235397,0.04368887,0.005836083,0.00003695054,0.0009167303,0.000247027,0.9454622],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5182535,"threshold_uncertainty_score":0.6871529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02786541101707442,"score_gpt":0.4044779380067218,"score_spread":0.3766125269896474,"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."}}