{"id":"W2899072256","doi":"10.1016/j.vaa.2018.09.029","title":"Reporting of items associated with study bias in veterinary research is poor","year":2018,"lang":"en","type":"article","venue":"Veterinary Anaesthesia and Analgesia","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Reporting bias; Publication bias; MEDLINE; Research design; Veterinary medicine; Family medicine; Meta-analysis; Statistics; 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":["metaresearch"],"category_scores_codex":[0.6233341,0.003286991,0.01280142,0.01691244,0.002884325,0.0101085,0.005186105,0.007918667,0.006916244],"category_scores_gemma":[0.8788856,0.004731128,0.03249147,0.01549906,0.01143112,0.01044157,0.009167521,0.007255754,0.0009045631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006327159,"about_ca_system_score_gemma":0.008723907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00571953,"about_ca_topic_score_gemma":0.01104637,"domain_scores_codex":[0.1747008,0.4037654,0.3558558,0.0234266,0.04006001,0.002191368],"domain_scores_gemma":[0.02668574,0.8732448,0.05905439,0.02599068,0.01428651,0.0007378743],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.003101713,0.0001261574,0.08834649,0.3903655,0.3784955,0.0006087582,0.005636833,0.001619428,0.0005880247,0.007325581,0.01387734,0.1099086],"study_design_scores_gemma":[0.005801469,0.002032615,0.1256896,0.3102282,0.3951138,0.003182308,0.00445283,0.0048426,0.003421819,0.07690652,0.06712471,0.001203484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03898139,0.7733241,0.1130634,0.0253781,0.01030263,0.01429162,0.01556387,0.0008345577,0.008260216],"genre_scores_gemma":[0.7036356,0.08652634,0.1385733,0.03227267,0.004983801,0.02371318,0.007700704,0.0007806519,0.001813942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3766659,"threshold_uncertainty_score":0.4644962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8464643997264112,"score_gpt":0.5643849613037674,"score_spread":0.2820794384226438,"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."}}