{"id":"W2960474230","doi":"10.18616/inova.v9i1.3041","title":"IMPORTÂNCIA DO PAINEL DE SCREENING DE IMUNOFENOTIPAGEM POR CITOMETRIA DE FLUXO PARA O DIAGNÓSTICO DE LEUCEMIAS AGUDAS","year":2019,"lang":"pt","type":"article","venue":"Inova Saúde","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Molecular biology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00536208,0.001014871,0.0008769521,0.003635925,0.000526173,0.002070735,0.0009667492,0.002167265,0.002501509],"category_scores_gemma":[0.01037221,0.0006355316,0.0005573685,0.001661724,0.001091543,0.00122073,0.0006992042,0.00103948,0.0009939668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007429492,"about_ca_system_score_gemma":0.0006671355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002359079,"about_ca_topic_score_gemma":0.00235032,"domain_scores_codex":[0.9956475,0.002072681,0.0001842048,0.000637894,0.001201208,0.0002564978],"domain_scores_gemma":[0.9921778,0.004220808,0.0008949557,0.0006969935,0.001794994,0.0002144439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002580993,0.0002630106,0.36929,0.002061993,0.0002854804,0.001835957,0.00062615,0.001084795,0.3669123,0.001773132,0.002011839,0.2512743],"study_design_scores_gemma":[0.0001794767,0.00404357,0.3857653,0.001559105,0.00133798,0.02932391,0.0014611,0.03206437,0.4795189,0.004731023,0.05981708,0.0001981745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7745584,0.09005696,0.09342631,0.005571544,0.000858744,0.0003543696,0.0008609022,0.001140596,0.03317209],"genre_scores_gemma":[0.9242896,0.01075897,0.05773833,0.001149369,0.000307612,0.000136277,0.0003010275,0.00009390159,0.005224896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00536208,"threshold_uncertainty_score":0.02835774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03884589140819478,"score_gpt":0.3318864790556987,"score_spread":0.2930405876475039,"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."}}