{"id":"W4327930527","doi":"10.51161/hematoclil2023/16147","title":"MÉTODOS DIAGNÓSTICO DAS DOENÇAS ONCO-HEMATOLÓGICAS","year":2023,"lang":"pt","type":"article","venue":"","topic":"Palliative and Oncologic Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Medicine","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":[0.001221147,0.0006403688,0.0009202365,0.004058395,0.0005294961,0.001296646,0.0006350814,0.0007094611,0.006685485],"category_scores_gemma":[0.003047274,0.0002416064,0.0006153859,0.002910591,0.0003144326,0.0006681386,0.0004073703,0.0006983355,0.001884277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008746902,"about_ca_system_score_gemma":0.0009431815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002777762,"about_ca_topic_score_gemma":0.003439104,"domain_scores_codex":[0.998789,0.0002973232,0.0001994557,0.0001989252,0.000400557,0.0001147679],"domain_scores_gemma":[0.9988932,0.000252695,0.0002983697,0.00008932338,0.0003935589,0.00007289153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00280008,0.0005052331,0.5043785,0.003700566,0.0003857494,0.003688599,0.0005279958,0.001313392,0.0449765,0.001766784,0.01711133,0.4188454],"study_design_scores_gemma":[0.0005206867,0.002538184,0.4920537,0.003594973,0.001483584,0.05578881,0.002279258,0.006705191,0.1627385,0.006119634,0.2659503,0.0002271792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5451007,0.1929765,0.0630756,0.00566855,0.001562052,0.005278308,0.0465144,0.002099009,0.1377249],"genre_scores_gemma":[0.859688,0.04306078,0.05730601,0.001984972,0.0007886487,0.002275827,0.0161755,0.000227545,0.01849268],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006685485,"threshold_uncertainty_score":0.02236521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09076707462543603,"score_gpt":0.4161909941712733,"score_spread":0.3254239195458372,"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."}}