{"id":"W2962878607","doi":"","title":"Keeping families together: using simulation to empower physicians and reduce antenatal transfers in rural Newfoundland","year":2018,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001652516,0.000331972,0.0002374333,0.0002659271,0.001845756,0.001020855,0.001154574,0.0008540237,0.002957318],"category_scores_gemma":[0.006530291,0.0002709347,0.0003125225,0.0003975361,0.0006748671,0.0006191581,0.001154798,0.0007306781,0.0001290188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008484232,"about_ca_system_score_gemma":0.01074455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7260773,"about_ca_topic_score_gemma":0.8625009,"domain_scores_codex":[0.9987755,0.0008123987,0.00002023502,0.00005520708,0.00003899751,0.0002975214],"domain_scores_gemma":[0.9959506,0.002552332,0.0003217213,0.0001214768,0.0002693594,0.0007844702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00315876,0.00965043,0.3235346,0.0002563723,0.0003618406,0.002231457,0.0127193,0.5477902,0.001430133,0.004344393,0.0169753,0.0775471],"study_design_scores_gemma":[0.0009306939,0.002264181,0.1869381,0.0002217704,0.0003136312,0.0001494419,0.03958491,0.7583274,0.0009206017,0.002530003,0.007700715,0.0001186973],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946547,0.00004204934,0.0007169627,0.001387189,0.00001360071,0.00005423399,0.0001208052,0.00003073518,0.002979783],"genre_scores_gemma":[0.9969608,0.00007356569,0.001415521,0.0001293757,0.000003883653,0.00009589698,0.00008053216,0.00000555771,0.001234815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2739227,"threshold_uncertainty_score":0.5510717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03970181473459093,"score_gpt":0.3246705278815254,"score_spread":0.2849687131469344,"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."}}