{"id":"W6904795274","doi":"10.14288/1.0366929","title":"MAGnesium sulphate for fetal neuroprotection to prevent Cerebral Palsy (MAG-CP)—implementation of a national guideline in Canada","year":2018,"lang":"en","type":"article","venue":"Open Collections","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cerebral palsy; Neuroprotection; Guideline; Fetus; Logistic regression; Pregnancy; Gestation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007754283,0.0003006502,0.0005785652,0.00167991,0.003198013,0.001902931,0.002874655,0.001168411,0.002165304],"category_scores_gemma":[0.02808488,0.0004106835,0.0007062124,0.00390365,0.001176507,0.0007573337,0.00183217,0.00173619,0.0001834558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1297194,"about_ca_system_score_gemma":0.45433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969096,"about_ca_topic_score_gemma":0.9981747,"domain_scores_codex":[0.9921265,0.001496323,0.0008720713,0.0005483454,0.003429413,0.00152729],"domain_scores_gemma":[0.9619902,0.002661647,0.002357882,0.0004578224,0.02320966,0.00932291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000944211,0.001069147,0.3311894,0.006269611,0.0003786891,0.00105505,0.006575655,0.002707268,0.001790542,0.01096152,0.2349784,0.4020806],"study_design_scores_gemma":[0.0004834151,0.0005207664,0.8334234,0.00480698,0.000265036,0.0002831217,0.004343353,0.002520328,0.0009062591,0.0007739966,0.1515002,0.0001731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4885596,0.07234873,0.008968563,0.2822459,0.003674523,0.006597545,0.03132504,0.0007168278,0.1055633],"genre_scores_gemma":[0.897927,0.02395546,0.02654427,0.03230468,0.0002974142,0.001952836,0.006329211,0.0001172286,0.01057177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1297194,"threshold_uncertainty_score":0.9411846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168393015346842,"score_gpt":0.3231069307073732,"score_spread":0.3014230005539048,"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."}}