{"id":"W2799990614","doi":"10.14740/jh375w","title":"Retrospective Study of High Hemoglobin Levels in 56 Young Adults","year":2018,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Hematocrit; Etiology; Retrospective cohort study; Phlebotomy; Internal medicine; Population; Hemoglobin; Cohort; Aspirin; Gastroenterology; Surgery; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000252972,0.0001351418,0.0009063059,0.0002496808,0.00002975973,0.000003912629,0.00008006587,0.00008649201,0.0002118553],"category_scores_gemma":[0.0002177591,0.00009451419,0.0001026052,0.0002026989,0.00008671272,0.00006263493,0.00003097805,0.00021855,0.00001346096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001465797,"about_ca_system_score_gemma":0.0001078938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001439168,"about_ca_topic_score_gemma":0.0006872677,"domain_scores_codex":[0.9985524,0.0001015569,0.000723841,0.0001629773,0.0002752541,0.0001839517],"domain_scores_gemma":[0.9986486,0.00006795019,0.0004814783,0.0001702094,0.0005469433,0.00008477864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001171828,0.003013572,0.9882694,0.00003424074,0.0003515392,0.001062351,0.003355453,8.692095e-7,0.0002007197,0.001538187,0.0006701222,0.0003317298],"study_design_scores_gemma":[0.01036208,0.01191185,0.9594958,0.0003010121,0.0001374296,0.002838728,0.001675855,0.000009890178,0.0125494,0.0006128947,0.00003123053,0.00007384936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997768,0.0002390055,0.00002534101,0.0007169619,0.0003129952,0.0003543039,0.000004043979,0.000004205407,0.0005751846],"genre_scores_gemma":[0.9990304,0.0000275373,0.0006343101,0.00008211732,0.000163565,0.00000923356,6.403844e-7,0.00001127116,0.00004097089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02877361,"threshold_uncertainty_score":0.3854177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819205218182809,"score_gpt":0.3022637562406245,"score_spread":0.2840717040587964,"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."}}