{"id":"W4242808415","doi":"10.1136/bmjopen-2018-reviewers","title":"2017 Thank you to our reviewers","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McMaster University; Eli Lilly and Company","keywords":"Medicine; Family medicine; Medical education","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.02290373,0.001880108,0.002465439,0.005671021,0.002929396,0.01116344,0.002884039,0.006471695,0.06656551],"category_scores_gemma":[0.423054,0.0009893101,0.00170817,0.002884314,0.003037256,0.005683411,0.00381457,0.01144204,0.06765068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005625756,"about_ca_system_score_gemma":0.01225503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01210645,"about_ca_topic_score_gemma":0.02436263,"domain_scores_codex":[0.9741829,0.007776634,0.005203798,0.002074505,0.009728909,0.00103328],"domain_scores_gemma":[0.473557,0.04032377,0.01608692,0.01007549,0.4480157,0.01194115],"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":[0.00001307009,0.000001920472,0.0001249085,0.00007934999,0.000006208774,0.00007653316,0.00004430532,0.00001103079,0.00001706587,0.0003369885,0.9956471,0.003641614],"study_design_scores_gemma":[0.00002659292,0.000005940109,0.0004282754,0.0006181203,0.00002955441,0.000499199,0.0004866805,0.0001285668,0.0000944627,0.002097232,0.995541,0.00004432444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000155179,0.004002452,0.0008985909,0.3123187,0.6787998,0.0001081395,0.0006214485,0.0002900713,0.002805603],"genre_scores_gemma":[0.008374742,0.008334781,0.004355047,0.278883,0.5789084,0.0008864762,0.001123983,0.001686698,0.117447],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9770963,"threshold_uncertainty_score":0.2226838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4362416364789986,"score_gpt":0.5899190364523025,"score_spread":0.1536773999733039,"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."}}