{"id":"W1987524760","doi":"10.1258/td.2009.080433","title":"Delivery room logbook – fact or fiction?","year":2009,"lang":"en","type":"article","venue":"Tropical Doctor","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Society of Obstetricians and Gynaecologists of Canada","funders":"","keywords":"Logbook; Medicine; Audit; Caesarean section; Medical emergency; Worksheet; Emergency medicine; Pediatrics; Pregnancy","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":[],"consensus_categories":[],"category_scores_codex":[0.002279202,0.0001813961,0.0001683101,0.001657111,0.0008633207,0.001775929,0.0005682327,0.000939187,0.02294613],"category_scores_gemma":[0.01895038,0.000190423,0.0001234275,0.002510348,0.001161107,0.002039433,0.0006560085,0.001273914,0.007562611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231971,"about_ca_system_score_gemma":0.001001033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006901262,"about_ca_topic_score_gemma":0.009758606,"domain_scores_codex":[0.9983636,0.000548935,0.0002282704,0.0001701194,0.0005468381,0.0001422036],"domain_scores_gemma":[0.9874908,0.004828384,0.003755076,0.001193721,0.002197463,0.0005345693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000358824,0.00006356191,0.02171504,0.0007597562,0.00001431477,0.001461667,0.005917366,0.00007929289,0.001636642,0.01358646,0.6838358,0.2705714],"study_design_scores_gemma":[0.000004829327,0.00005751814,0.01705336,0.0004242338,0.000005306251,0.001152221,0.002492572,0.00006665334,0.0007262984,0.0006636844,0.9773303,0.00002306656],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1235947,0.03565456,0.01272504,0.548295,0.04238192,0.0003541122,0.01659565,0.002322245,0.2180768],"genre_scores_gemma":[0.5658613,0.03208831,0.01791688,0.07159711,0.0125557,0.0003328253,0.01294993,0.001227907,0.28547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02294613,"threshold_uncertainty_score":0.0767625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245170799349361,"score_gpt":0.3063592075701433,"score_spread":0.2839074995766497,"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."}}