{"id":"W4387799324","doi":"10.1097/md.0000000000033794","title":"Sixth Annual Mediclinic Middle East Research Conference","year":2023,"lang":"en","type":"article","venue":"Medicine","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Middle East; MEDLINE; Family medicine; Ancient history; Archaeology","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":[0.00494401,0.001902713,0.001012716,0.001778883,0.002326458,0.007534729,0.001970608,0.004245045,0.6960386],"category_scores_gemma":[0.006631013,0.0007435693,0.001074826,0.001199233,0.0004529518,0.00216011,0.003009107,0.003402692,0.5325552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003252383,"about_ca_system_score_gemma":0.007435197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003764562,"about_ca_topic_score_gemma":0.0116278,"domain_scores_codex":[0.9974455,0.0004517752,0.000146579,0.0003843776,0.001113404,0.0004583564],"domain_scores_gemma":[0.9931564,0.0002747847,0.000264545,0.0002799663,0.003355726,0.00266866],"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":[0.00006533646,0.00003687481,0.00007922792,0.00006707706,0.000002768398,0.00002075298,0.000007323602,0.000007111525,0.00008441711,0.0001768658,0.983745,0.01570719],"study_design_scores_gemma":[0.00004030134,0.00005121862,0.0006931756,0.0001742745,0.000003333522,0.00003533038,0.00005923738,0.00002031074,0.00007584485,0.0001240638,0.9987167,0.000006119035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002276441,0.01486451,0.001279801,0.07496765,0.1370858,0.001497794,0.00994321,0.001842913,0.7562419],"genre_scores_gemma":[0.002692909,0.005183287,0.0008383547,0.008501641,0.0130594,0.000595534,0.00375054,0.0004060124,0.9649723],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6960386,"threshold_uncertainty_score":0.433564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7787356140977876,"score_gpt":0.6282822903408367,"score_spread":0.1504533237569509,"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."}}