{"id":"W4315754398","doi":"10.1136/ijgc-2022-004114","title":"Impact of podcasting on novel and conventional measures of academic impact","year":2023,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Citation; Randomized controlled trial; Odds ratio; Bibliometrics; Impact factor; Cervical cancer; Internal medicine; Cancer; Library science","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","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01022735,0.0006825159,0.001096575,0.002558184,0.0007694216,0.004934228,0.0009939219,0.001008242,0.00796739],"category_scores_gemma":[0.109384,0.0002087137,0.001288159,0.0029872,0.0009477261,0.003038079,0.002242984,0.001741481,0.001176654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245702,"about_ca_system_score_gemma":0.001563115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004936844,"about_ca_topic_score_gemma":0.006909912,"domain_scores_codex":[0.9915263,0.003043113,0.0008514117,0.0007855434,0.003313953,0.0004797595],"domain_scores_gemma":[0.8597299,0.09646932,0.01853025,0.007365661,0.01135581,0.006548977],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00662268,0.002557093,0.7829489,0.0008687438,0.001382072,0.00006912155,0.001421827,0.004554717,0.00124266,0.001717835,0.006487312,0.190127],"study_design_scores_gemma":[0.0001502833,0.001690778,0.9838213,0.0001154929,0.0003996697,0.00005409161,0.00133517,0.006230055,0.0009638275,0.00129806,0.00386761,0.00007386786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667089,0.0009403378,0.003724503,0.001127571,0.0009563336,0.0002258835,0.005864817,0.0004455422,0.020006],"genre_scores_gemma":[0.994969,0.0002157509,0.0017239,0.00005936563,0.000272249,0.00007702128,0.001139132,0.00003598936,0.001507822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9974418,"threshold_uncertainty_score":0.05408806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3207639779919976,"score_gpt":0.5416743800611883,"score_spread":0.2209104020691907,"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."}}