{"id":"W4253470309","doi":"10.1503/cmaj.060042","title":"News @ a glance","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data science; Information retrieval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004752908,0.00007260403,0.0001573964,0.0001220864,0.0009678715,0.00003979418,0.0002470458,0.0004587422,0.05458962],"category_scores_gemma":[0.0168296,0.00005823378,0.0000525964,0.000223898,0.00002887247,0.000166814,0.00001673186,0.002903435,0.003350401],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105551,"about_ca_system_score_gemma":0.01000231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05366033,"about_ca_topic_score_gemma":0.3863083,"domain_scores_codex":[0.9955629,0.0009969389,0.0004905981,0.0001084805,0.001931151,0.0009099147],"domain_scores_gemma":[0.9950298,0.001543873,0.0002694606,0.00008468825,0.000405145,0.00266702],"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":[0.00000599046,0.000008494887,0.1521196,0.000007281011,0.00001256877,0.000221623,0.00007131596,2.033247e-7,0.000002471262,0.001200795,0.8228586,0.0234911],"study_design_scores_gemma":[0.0005747611,0.00001828553,0.03853377,0.0000616763,0.000003956578,0.00002553773,0.000390511,0.0000654648,5.590879e-7,0.001547411,0.9587179,0.0000601473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07464401,0.0009333003,0.0004965654,0.4291705,0.003029504,0.0002931507,0.00003509498,0.00004773573,0.4913501],"genre_scores_gemma":[0.6510298,0.002138124,0.000810572,0.2082356,0.04647086,0.00008042768,0.00005949021,0.00006057175,0.09111457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5763858,"threshold_uncertainty_score":0.9993969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04077652846328517,"score_gpt":0.4348084869031265,"score_spread":0.3940319584398413,"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."}}