{"id":"W3176161647","doi":"10.1016/j.neuchi.2021.06.009","title":"Douglas Altman's 2009 Grand Lecture: Can we trust our literature?","year":2021,"lang":"en","type":"review","venue":"Neurochirurgie","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Health Sciences Centre; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Interpretation (philosophy); Value (mathematics); Publication bias; Medical literature; MEDLINE; Peer review; Psychology; Medical physics; Meta-analysis; Computer science; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1033842,0.002395294,0.005368964,0.006146766,0.002357492,0.01021702,0.003671902,0.02301812,0.007053192],"category_scores_gemma":[0.428075,0.002290364,0.003747586,0.004797916,0.008573197,0.01659003,0.007833618,0.044177,0.004570045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008856961,"about_ca_system_score_gemma":0.01995554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0085354,"about_ca_topic_score_gemma":0.01669281,"domain_scores_codex":[0.9269762,0.04319202,0.009765286,0.004852949,0.01366533,0.001548305],"domain_scores_gemma":[0.5739219,0.3223505,0.02163668,0.008714373,0.05763577,0.01574077],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009719539,0.00001211741,0.0002296271,0.001382322,0.0005199107,0.00009975208,0.0001588748,0.00007549816,0.00005011456,0.004168211,0.957296,0.03591032],"study_design_scores_gemma":[0.0004283905,0.0001167257,0.0009291425,0.01862162,0.001330284,0.0008148322,0.0004164452,0.0004691785,0.0002448876,0.08205637,0.8942106,0.0003615744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00004205133,0.1106421,0.0009724098,0.8030481,0.08478831,0.00001538907,0.00007435654,0.00002327246,0.0003939667],"genre_scores_gemma":[0.003128213,0.1157646,0.00376518,0.6535342,0.2204812,0.0001236005,0.00008906875,0.0001362724,0.002977651],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8966159,"threshold_uncertainty_score":0.5467542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5823237760841499,"score_gpt":0.5075834495966023,"score_spread":0.07474032648754758,"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."}}