{"id":"W2978988593","doi":"10.19080/jgwh.2017.02.555589","title":"E-Learning in Gynecologic Oncology for Obstetrics and Gynecology Residents","year":2017,"lang":"en","type":"article","venue":"Journal of Gynecology and Womens Health","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Gynecologic oncology; Obstetrics and gynaecology; Medicine; Obstetrics; Gynecology; Pregnancy; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003644618,0.0001884824,0.0009276544,0.0008034635,0.0009329898,0.0001016168,0.0003249019,0.0004823637,0.00002157212],"category_scores_gemma":[0.01695305,0.000165845,0.00006098427,0.0001432297,0.0002603302,0.0005059002,0.0002430033,0.0007366714,0.00000653548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003239359,"about_ca_system_score_gemma":0.0004051374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006280486,"about_ca_topic_score_gemma":0.003558876,"domain_scores_codex":[0.9978024,0.0001221914,0.0009930159,0.0002938103,0.0001118102,0.0006767614],"domain_scores_gemma":[0.9947115,0.002464148,0.002267719,0.0002132385,0.0002704582,0.00007296313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001355714,0.000201188,0.6231711,0.0007882505,0.00005699433,0.0002752916,0.0003297568,0.000009176204,0.00003071306,0.02293994,0.001326006,0.350736],"study_design_scores_gemma":[0.003777556,0.001997121,0.7280163,0.00007206597,0.00002252308,0.0001445944,0.001161784,0.0002283844,0.000001684508,0.01385762,0.2505313,0.0001890627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652612,0.001775472,0.00005343589,0.0294901,0.002003847,0.0004987573,0.000001308944,0.00002605394,0.000889796],"genre_scores_gemma":[0.9936495,0.001711925,0.0004283342,0.003655752,0.0003504239,0.00002452782,0.000001608431,0.00001931161,0.0001586563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.350547,"threshold_uncertainty_score":0.9913276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513303119319788,"score_gpt":0.3249476402675907,"score_spread":0.2898146090743928,"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."}}