{"id":"W3095682593","doi":"10.1177/1938640020970101","title":"Research Productivity of Foot and Ankle Fellowship Faculty","year":2020,"lang":"en","type":"article","venue":"Foot & Ankle Specialist","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ankle; Foot (prosody); Foot and ankle surgery; Orthopedic surgery; Medicine; Scopus; Productivity; Physical therapy; Index (typography); MEDLINE; Surgery; Political 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":[],"category_scores_codex":[0.01422535,0.000275718,0.0005535365,0.014651,0.001015955,0.003828595,0.001068638,0.0004094269,0.00726942],"category_scores_gemma":[0.08329686,0.0001626388,0.0004057977,0.01714458,0.0008784378,0.00194912,0.002101721,0.0002902549,0.001069899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002567834,"about_ca_system_score_gemma":0.006629989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004562853,"about_ca_topic_score_gemma":0.005534356,"domain_scores_codex":[0.987658,0.003234641,0.002072839,0.00109167,0.004914444,0.001028274],"domain_scores_gemma":[0.8270265,0.06706122,0.05335318,0.005028809,0.02483175,0.02269847],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001731143,0.0001234088,0.8146735,0.001336489,0.0001759159,0.0003382595,0.004301213,0.0002757982,0.0007892294,0.0009302971,0.006595639,0.1702871],"study_design_scores_gemma":[0.00003065428,0.0002962308,0.9591645,0.0007533982,0.00008900411,0.001649101,0.009442759,0.0004941436,0.0009640536,0.001643499,0.02543228,0.00004041551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475164,0.01436175,0.001066612,0.005728987,0.0002101984,0.0001390125,0.005004823,0.0001396088,0.02583262],"genre_scores_gemma":[0.9850145,0.00771808,0.002150745,0.0003548486,0.0004173119,0.00007737942,0.001623739,0.00002805872,0.002615411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9857746,"threshold_uncertainty_score":0.07523173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1856699290881726,"score_gpt":0.3873532782714307,"score_spread":0.2016833491832581,"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."}}