{"id":"W4245541203","doi":"10.1001/amaguidesnewsletters.2002.mayjun03","title":"Quick Consult: Quick Consult: Acromioplasty","year":2002,"lang":"en","type":"article","venue":"AMA guides newsletter","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Memory impairment; Glasgow Coma Scale; Cognitive impairment; Functional impairment; Rating scale; Psychology; Medicine; Psychiatry; Cognition; Developmental psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002409859,0.0005587198,0.0004876532,0.001277832,0.0007960458,0.0007891911,0.000434298,0.00197214,0.458939],"category_scores_gemma":[0.002018441,0.0002207393,0.0004209254,0.0004680554,0.0003075876,0.0009111858,0.0007842839,0.0009384084,0.1329956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005933862,"about_ca_system_score_gemma":0.0008078665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009642091,"about_ca_topic_score_gemma":0.02621205,"domain_scores_codex":[0.9998232,0.00001313173,0.00001768743,0.00001088027,0.00009724518,0.00003795414],"domain_scores_gemma":[0.9991307,0.0001459252,0.0000550827,0.00005077147,0.0003615515,0.0002560166],"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":[0.00003170523,0.00003066673,0.000739273,0.0001055654,0.000003503792,0.001647986,0.00003598338,0.00003746492,0.0003000035,0.0001488524,0.9136713,0.08324775],"study_design_scores_gemma":[0.00004078361,0.00008049743,0.007992431,0.0003016186,0.000006387611,0.006856306,0.0002203709,0.00009555159,0.0004957183,0.000921297,0.9829645,0.00002452805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01173316,0.009511995,0.005600355,0.04837001,0.01557517,0.0005272878,0.003838864,0.004810988,0.9000321],"genre_scores_gemma":[0.03157239,0.006724832,0.003029723,0.01591666,0.004873568,0.0001056139,0.001014864,0.0008359412,0.9359265],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.458939,"threshold_uncertainty_score":0.7717578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04160205619307042,"score_gpt":0.2781489445932578,"score_spread":0.2365468884001874,"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."}}