{"id":"W1995728724","doi":"10.4236/ijcm.2014.516127","title":"Introducing a Trauma Registry in Mozambique: An Ethics Case Study","year":2014,"lang":"en","type":"article","venue":"International Journal of Clinical Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"General partnership; Medicine; Ethical issues; Medical emergency; Business; Engineering ethics; Engineering; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007020115,0.0001524965,0.0008328423,0.0002936537,0.00003883395,0.000009489254,0.0002824088,0.0001551953,0.000150485],"category_scores_gemma":[0.01673078,0.0001042914,0.0001683499,0.0001517999,0.0002148229,0.0001365528,0.00004654426,0.001713143,0.000003732756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006225939,"about_ca_system_score_gemma":0.0001576134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006712221,"about_ca_topic_score_gemma":0.001014109,"domain_scores_codex":[0.9958411,0.0004927439,0.002210331,0.0002549412,0.001036769,0.0001640671],"domain_scores_gemma":[0.9961785,0.001353187,0.0006159613,0.0002740421,0.001304963,0.0002733137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001845188,0.002398315,0.6081107,0.00004442856,0.000630077,0.02357864,0.01096193,0.00006236653,0.0001028877,0.0002431151,0.002366802,0.3496556],"study_design_scores_gemma":[0.02562828,0.01593429,0.870755,0.001548308,0.0004962345,0.02817703,0.03863141,0.0007515501,0.00003653644,0.001366451,0.01639538,0.0002794985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676992,0.0002006939,0.0007247175,0.02414328,0.004347088,0.000137727,0.000001033651,0.00001400179,0.002732233],"genre_scores_gemma":[0.9894263,0.000201777,0.0008381811,0.001951826,0.007467083,0.000002641679,0.000002380367,0.00001612653,0.00009369916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3493761,"threshold_uncertainty_score":0.9915517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2009919030397205,"score_gpt":0.5454814396596428,"score_spread":0.3444895366199223,"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."}}