{"id":"W2140532436","doi":"10.1186/1749-7922-7-s1-s13","title":"The scientific production in trauma of an emerging country","year":2012,"lang":"en","type":"article","venue":"World Journal of Emergency Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Production (economics); Medical emergency","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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01262881,0.0003881544,0.0007440746,0.0109005,0.001543873,0.006447131,0.001049727,0.0006569017,0.004166681],"category_scores_gemma":[0.05290713,0.0002263832,0.0006366404,0.01584634,0.001707864,0.002441279,0.002396854,0.0006177168,0.00065161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002563225,"about_ca_system_score_gemma":0.01189621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002886445,"about_ca_topic_score_gemma":0.003147761,"domain_scores_codex":[0.9918476,0.00278905,0.001443156,0.0008742891,0.002425074,0.0006207583],"domain_scores_gemma":[0.8374119,0.0598304,0.05947687,0.007535832,0.02475818,0.01098675],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003853175,0.0001313463,0.7235368,0.009116935,0.0005217441,0.002472231,0.01869282,0.0005070461,0.004661017,0.009186363,0.007072209,0.2237161],"study_design_scores_gemma":[0.00004663678,0.0004256043,0.839849,0.005420037,0.0003632286,0.004751944,0.02082144,0.0003909836,0.002401485,0.004899155,0.1205717,0.00005894294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7711613,0.1217972,0.003905238,0.0322251,0.001503747,0.0003894525,0.006975168,0.0001804242,0.06186239],"genre_scores_gemma":[0.9673761,0.02635662,0.003011643,0.0007206909,0.0006625324,0.00009506122,0.0007598348,0.00002691224,0.0009907477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9890995,"threshold_uncertainty_score":0.06678832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04979851459440859,"score_gpt":0.3414478552173845,"score_spread":0.2916493406229759,"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."}}