{"id":"W2215102953","doi":"10.1136/bjsports-2015-095477","title":"Who reviews the reviewers? Who edits the editors? Many avenues for you to hold<i>BJSM</i>accountable","year":2015,"lang":"en","type":"article","venue":"British Journal of Sports Medicine","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Criticism; Publishing; Sociology; Psychology; Public relations; Political science; Law","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":[0.06187852,0.001329863,0.002931899,0.004808235,0.006268568,0.01917703,0.002866442,0.007444217,0.07271785],"category_scores_gemma":[0.3447588,0.00142256,0.001621832,0.003906215,0.006189662,0.01389946,0.004452658,0.009520417,0.09865522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004268859,"about_ca_system_score_gemma":0.01527299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863503,"about_ca_topic_score_gemma":0.008132101,"domain_scores_codex":[0.9167968,0.02955878,0.0108145,0.005443132,0.0341147,0.003272181],"domain_scores_gemma":[0.5527734,0.06124701,0.04105183,0.0295874,0.2619917,0.05334866],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003065337,0.00001282944,0.0004875977,0.0003197541,0.00002498093,0.0001624561,0.0003943515,0.00001898733,0.0002931457,0.0008674146,0.9683288,0.02905911],"study_design_scores_gemma":[0.00001474289,0.00002615367,0.0006280318,0.0006417353,0.00002085268,0.0004084935,0.000913774,0.00008411071,0.0002185445,0.002061553,0.9949151,0.0000669914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009039037,0.01746325,0.00462395,0.4960049,0.4487405,0.0002464846,0.0003347347,0.001379125,0.03030329],"genre_scores_gemma":[0.02089998,0.02615077,0.01122175,0.1993441,0.5144303,0.0005132959,0.0005637496,0.002894849,0.2239812],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9381215,"threshold_uncertainty_score":0.3272488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3900206086194424,"score_gpt":0.526340505688605,"score_spread":0.1363198970691626,"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."}}