{"id":"W4234985455","doi":"10.1016/s1701-2163(15)30590-9","title":"Introduction / Foreward","year":2014,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Society of Obstetricians and Gynaecologists of Canada","funders":"","keywords":"Medicine; Presentation (obstetrics); Gratitude; Medical education; Schedule; Obstetrics and gynaecology; Management; Psychology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001593609,0.0008294142,0.0004618704,0.001452356,0.002004229,0.003843725,0.001564672,0.004075526,0.5112556],"category_scores_gemma":[0.006754244,0.0002872153,0.0007835545,0.0006181664,0.0007784698,0.002769555,0.003382586,0.00344529,0.3645664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195617,"about_ca_system_score_gemma":0.004711739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003987958,"about_ca_topic_score_gemma":0.011395,"domain_scores_codex":[0.9987866,0.0001581346,0.00005658006,0.0001729755,0.0005855075,0.000240208],"domain_scores_gemma":[0.9928433,0.000406357,0.0002646047,0.0004266087,0.003663862,0.002395214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001823343,0.0000202177,0.0001958791,0.00008267287,0.0000012535,0.00004140471,0.00003098648,0.000007295719,0.0001321817,0.001160966,0.9486623,0.04964667],"study_design_scores_gemma":[0.000009615735,0.00001637972,0.0006123087,0.0001622713,0.000002196359,0.00005725482,0.000106929,0.00001057005,0.00009456664,0.0008547406,0.9980679,0.000005285128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001245142,0.004286443,0.001694037,0.161755,0.2910483,0.0004455349,0.00278274,0.001652787,0.53509],"genre_scores_gemma":[0.004535121,0.002090215,0.001012752,0.06286346,0.03752528,0.0001684229,0.001239789,0.0003274568,0.8902376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4887444,"threshold_uncertainty_score":0.6971346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188234944370624,"score_gpt":0.3123340963185091,"score_spread":0.2935106018814467,"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."}}