{"id":"W2320885619","doi":"10.1097/acm.0000000000000322","title":"Reality Check","year":2014,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Refugee; Family medicine; Medicine; Health care; Session (web analytics); Pediatrics; Hemoglobin electrophoresis; Psychology; Anemia; Political science; Psychiatry; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003051088,0.001228797,0.0007971553,0.001442644,0.005159205,0.006040569,0.002352672,0.00468441,0.5717725],"category_scores_gemma":[0.03420791,0.0004504905,0.001080141,0.0008219891,0.001628009,0.005554382,0.006691114,0.005993869,0.309806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002275155,"about_ca_system_score_gemma":0.004183452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004128668,"about_ca_topic_score_gemma":0.007213188,"domain_scores_codex":[0.996416,0.00138099,0.0001747767,0.0004926788,0.0009746236,0.0005609917],"domain_scores_gemma":[0.9850975,0.00266828,0.0007152729,0.001405126,0.004824775,0.00528899],"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":[0.00003646908,0.00003768789,0.0002836792,0.0000666125,0.000004134855,0.0001886698,0.0004331017,0.00002183595,0.00003782082,0.003190356,0.9631692,0.03253041],"study_design_scores_gemma":[0.0000130009,0.00002099515,0.0002781109,0.0001385659,0.000003184042,0.0004341778,0.0008308804,0.00002632231,0.00003477755,0.002058462,0.996147,0.0000144451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003293621,0.004194192,0.006148294,0.1627528,0.02813897,0.0004428499,0.006082479,0.005288649,0.7836583],"genre_scores_gemma":[0.03699968,0.005271287,0.009749749,0.12929,0.006540876,0.001165683,0.006105305,0.00310671,0.8017707],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5717725,"threshold_uncertainty_score":0.6108146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07067507776014272,"score_gpt":0.4169984192303191,"score_spread":0.3463233414701764,"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."}}