{"id":"W2002701513","doi":"10.1136/bmj.f179","title":"Abstracts often do not accurately reflect trial results, study shows","year":2013,"lang":"en","type":"article","venue":"BMJ","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.530661,0.006151586,0.01401536,0.03211939,0.003377004,0.02368633,0.005070031,0.009422219,0.01998697],"category_scores_gemma":[0.8835434,0.005357466,0.009616466,0.02831327,0.009429005,0.02657689,0.007181457,0.01367941,0.01849378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01202936,"about_ca_system_score_gemma":0.01307038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00414865,"about_ca_topic_score_gemma":0.004624118,"domain_scores_codex":[0.2803565,0.3535824,0.2566128,0.01443759,0.0927178,0.002292979],"domain_scores_gemma":[0.08384658,0.6233107,0.1150802,0.07511527,0.1006961,0.001951227],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002478794,0.0001572853,0.003740538,0.1185118,0.01345189,0.0002872738,0.004443235,0.0007404371,0.001147085,0.02165388,0.6692171,0.1641706],"study_design_scores_gemma":[0.003609886,0.0003343082,0.008510203,0.09326342,0.008294621,0.0005859805,0.002290829,0.001364772,0.002715082,0.06495084,0.8133406,0.0007394396],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.008089827,0.2044632,0.1130652,0.2389145,0.3025864,0.02821234,0.05838475,0.005755504,0.04052837],"genre_scores_gemma":[0.1088251,0.1292755,0.2271417,0.2805003,0.101185,0.09032267,0.02524432,0.008815036,0.02869043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.469339,"threshold_uncertainty_score":0.5787785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2777914585592677,"score_gpt":0.4532449327562446,"score_spread":0.1754534741969769,"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."}}