{"id":"W2883693194","doi":"10.1503/cmaj.180836","title":"Minimizing length of hospital stay for women’s reproductive care","year":2018,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Key (lock); Medicine; Demography; Nursing; Family medicine; Psychology; Computer science; Sociology; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.001595681,0.000186373,0.0003229395,0.000226734,0.00140799,0.001068876,0.0008161993,0.004455859,0.01097783],"category_scores_gemma":[0.02261612,0.00009042152,0.0004250414,0.000314088,0.000586955,0.0008680588,0.0006767649,0.00507379,0.001401243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003469803,"about_ca_system_score_gemma":0.00670199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01504873,"about_ca_topic_score_gemma":0.04248581,"domain_scores_codex":[0.998353,0.0006220016,0.0001618803,0.0001288856,0.0004407797,0.0002934608],"domain_scores_gemma":[0.9918058,0.003459616,0.0008969955,0.0002456518,0.001789541,0.001802312],"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":[0.000307747,0.0002733303,0.02478824,0.0005309656,0.00006470096,0.0011912,0.0004115627,0.000299011,0.0004095248,0.006500993,0.8136212,0.1516015],"study_design_scores_gemma":[0.001117636,0.002075287,0.0982979,0.004479401,0.0002219438,0.004747765,0.003105843,0.001348334,0.00149889,0.01449669,0.8685,0.0001102922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008967436,0.002993438,0.0002300627,0.9717486,0.003133798,0.00003812483,0.0001657195,0.00001953479,0.01270324],"genre_scores_gemma":[0.2022384,0.01183895,0.002331574,0.7457534,0.02178123,0.0003063656,0.0003477083,0.00004944693,0.01535295],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01504873,"threshold_uncertainty_score":0.03672451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382758589574005,"score_gpt":0.291189475109448,"score_spread":0.277361889213708,"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."}}