{"id":"W846809396","doi":"","title":"OBSTETRICAL BRACHIAL PLEXUS INJURY: A NATIONAL CLINICAL PRACTICE GUIDELINE","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Clinical Practice; Brachial plexus injury; Brachial plexus; Medicine; Anesthesia; Physical therapy; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003612906,0.0004184346,0.0007068765,0.0004919485,0.0001423097,0.00007991965,0.0003619939,0.0006498073,0.04349419],"category_scores_gemma":[0.001595084,0.0004479741,0.0004492204,0.0007939839,0.00005594182,0.0003527274,0.0001195405,0.000840957,0.0006279931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002720556,"about_ca_system_score_gemma":0.0003954635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001141027,"about_ca_topic_score_gemma":0.0001985323,"domain_scores_codex":[0.9969085,0.0002264124,0.0007389815,0.000773187,0.0009862153,0.000366671],"domain_scores_gemma":[0.997418,0.0006304616,0.000523739,0.0003457025,0.0007683219,0.00031376],"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":[0.005174688,0.001106035,0.007660513,0.0002823821,0.0008591603,0.0004890679,0.0001530025,0.000008800567,0.00001501997,0.009608925,0.3375441,0.6370983],"study_design_scores_gemma":[0.003304949,0.0005765363,0.01146417,0.0001559471,0.001254209,0.0000092396,0.001558504,0.0001403099,0.00001831011,0.00007576956,0.9810303,0.0004117542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003669306,0.0001958464,0.000212606,0.0008039929,0.001611214,0.0006131849,0.00003309262,0.0001917205,0.992669],"genre_scores_gemma":[0.03479389,0.0001785434,0.00937615,0.0042172,0.001855206,0.000004069336,0.002130409,0.0001009277,0.9473436],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6434862,"threshold_uncertainty_score":0.9997972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03492977647830667,"score_gpt":0.3277197033483175,"score_spread":0.2927899268700108,"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."}}