{"id":"W2567020033","doi":"10.3823/2233","title":"Relationship Between The Obstetric Profile Of Mothers And The Need For Newborn Resuscitation","year":2016,"lang":"en","type":"article","venue":"International Archives of Medicine","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Resuscitation; Neonatal resuscitation; Asphyxia; Meconium; Psychological intervention; Referral; Medical emergency; Pregnancy; Statistical analysis; Neonatal death; Obstetrics; Emergency medicine; Pediatrics; Family medicine; Nursing; Fetus; Statistics","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":[0.0005856591,0.000097001,0.0001582716,0.0005816164,0.000301112,0.00039867,0.0001708057,0.0001955605,0.002217232],"category_scores_gemma":[0.007162097,0.0001133052,0.0001671248,0.0004738968,0.000152109,0.0002327836,0.0002777411,0.0003058314,0.000148613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003120989,"about_ca_system_score_gemma":0.0004650521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991675,"about_ca_topic_score_gemma":0.003138683,"domain_scores_codex":[0.9994784,0.0001737029,0.0001024188,0.00005355579,0.0001305199,0.00006145117],"domain_scores_gemma":[0.9969884,0.00116416,0.001240101,0.00009585537,0.0002880216,0.0002236316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003772276,0.00003041957,0.995029,0.00002755067,0.00001266452,0.0001841285,0.0004444736,0.00001849938,0.0001789995,0.00004105751,0.00008775958,0.003907753],"study_design_scores_gemma":[0.00000143264,0.0001067502,0.9956307,0.00005092623,0.00002491943,0.0009176891,0.002222014,0.0001358781,0.0001583482,0.00005255934,0.0006942106,0.000004665289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99648,0.0005922532,0.0001842593,0.0002929415,0.00001405008,0.00001882487,0.000162965,0.000003968517,0.002250661],"genre_scores_gemma":[0.9991455,0.0003903047,0.0001776507,0.00002329604,0.00000867688,0.000009038495,0.00006532302,0.000001196938,0.0001790208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002217232,"threshold_uncertainty_score":0.007417381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08229089748839448,"score_gpt":0.4114931504853701,"score_spread":0.3292022529969756,"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."}}