{"id":"W2947218459","doi":"10.1053/j.jfas.2018.12.021","title":"Publication Barriers of Oral Abstracts From the American College of Foot and Ankle Surgeons: 2010–2014","year":2019,"lang":"en","type":"article","venue":"The Journal of Foot & Ankle Surgery","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Foot (prosody); Ankle; Incidence (geometry); Foot and ankle surgery; Quarter (Canadian coin); Family medicine; Surgery; History","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":[0.2988688,0.002504832,0.00897225,0.02387611,0.002793958,0.01408567,0.004130315,0.007142894,0.02115817],"category_scores_gemma":[0.7336774,0.003405427,0.02438339,0.02349996,0.002174718,0.007962059,0.009160096,0.005583678,0.003415482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006802723,"about_ca_system_score_gemma":0.01807643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01136864,"about_ca_topic_score_gemma":0.01371804,"domain_scores_codex":[0.4845237,0.1573467,0.2767955,0.0148225,0.05900844,0.007503179],"domain_scores_gemma":[0.1559657,0.654407,0.1161281,0.01648178,0.05238172,0.004635661],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.02180474,0.0002698596,0.07472063,0.34556,0.09619809,0.0005225412,0.006938127,0.0005637159,0.00131265,0.003648216,0.2763165,0.172145],"study_design_scores_gemma":[0.01384222,0.001103061,0.3232367,0.2760611,0.115216,0.001392812,0.003451113,0.001351336,0.002025537,0.008272442,0.2530324,0.001015238],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05066913,0.6481524,0.008912264,0.1018673,0.02167151,0.008650445,0.1341975,0.001075652,0.02480382],"genre_scores_gemma":[0.5429092,0.2118997,0.01887158,0.08920819,0.01460929,0.04082996,0.06609921,0.003485702,0.01208727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7011312,"threshold_uncertainty_score":0.8646196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3078996778237303,"score_gpt":0.403197949285574,"score_spread":0.09529827146184366,"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."}}