{"id":"W4247547503","doi":"10.1503/cmaj.051229","title":"Have paper records passed their expiry date?","year":2005,"lang":"en","type":"editorial","venue":"Canadian Medical Association Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":10,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02316507,0.002363641,0.003461635,0.005319562,0.00278777,0.01048087,0.00363204,0.01627981,0.03392126],"category_scores_gemma":[0.09695616,0.001707685,0.002134923,0.003475934,0.002852648,0.006240715,0.001364209,0.01575278,0.0224017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003148787,"about_ca_system_score_gemma":0.003833128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003841296,"about_ca_topic_score_gemma":0.006864343,"domain_scores_codex":[0.9882265,0.002427744,0.003283733,0.0009661228,0.004485946,0.000610029],"domain_scores_gemma":[0.9083126,0.04660169,0.007275049,0.004369484,0.02988796,0.003553253],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003814509,0.00001106036,0.00008013695,0.0003849777,0.00001947733,0.0000935768,0.00002218874,0.000008709653,0.00002913113,0.0003399056,0.9872509,0.01172173],"study_design_scores_gemma":[0.00005674126,0.00001821825,0.0006028978,0.0007297813,0.00005621617,0.0001109702,0.00007239042,0.000041376,0.00008655996,0.0003418401,0.9978644,0.00001857839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00009267292,0.009953334,0.0002326335,0.07778242,0.9072686,0.000039606,0.0002157819,0.000131111,0.004283959],"genre_scores_gemma":[0.001899171,0.01888783,0.0004075658,0.06854826,0.8813261,0.00007863188,0.0003071915,0.0001300921,0.02841514],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.976835,"threshold_uncertainty_score":0.1225101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04637067344372368,"score_gpt":0.426627999404241,"score_spread":0.3802573259605173,"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."}}