{"id":"W4249497208","doi":"10.1503/cmaj.051439","title":"News @ a glance:","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Diverse Scientific Research Studies","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":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004360366,0.00007218361,0.000157361,0.0001813445,0.001535761,0.0000456782,0.0002949068,0.0002723921,0.04381911],"category_scores_gemma":[0.007176844,0.00005918751,0.0000612471,0.0002708552,0.00004403028,0.0001814545,0.00004278083,0.001754986,0.009256343],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002523336,"about_ca_system_score_gemma":0.006190899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004253414,"about_ca_topic_score_gemma":0.2137906,"domain_scores_codex":[0.9962168,0.0004854104,0.0004082933,0.0001296266,0.001866304,0.0008935523],"domain_scores_gemma":[0.9966218,0.000382702,0.0001781788,0.00009837103,0.000631414,0.002087496],"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":[0.000001729268,0.000005984931,0.07787951,0.000003335424,0.00002697845,0.00004956037,0.0008864056,8.810833e-7,0.000001468551,0.0002909153,0.8861528,0.03470045],"study_design_scores_gemma":[0.0005422812,0.000008201791,0.02202703,0.00004564525,0.000003685864,0.000008621922,0.002916669,0.00009315158,4.560224e-7,0.0001139811,0.9741808,0.0000594513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07150682,0.0003621416,0.00008496993,0.4691488,0.00610763,0.0003708634,0.00006712759,0.00005835981,0.4522932],"genre_scores_gemma":[0.4362189,0.00190958,0.001311033,0.1882747,0.03678548,0.00008955404,0.00002448141,0.00005650234,0.3353298],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.364712,"threshold_uncertainty_score":0.9997641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04331007158458583,"score_gpt":0.4125934764149859,"score_spread":0.3692834048304001,"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."}}