{"id":"W4402053777","doi":"10.51473/rcmos.v1i1.2024.577","title":"ATUALIZAÇÕES EM BIOMARCADORES PARA DIAGNÓSTICO PRECOCE DE DOENÇAS ÓSSEAS","year":2024,"lang":"pt","type":"article","venue":"RCMOS - Revista Científica Multidisciplinar O Saber","topic":"Health Education and Validation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0319512,0.001588499,0.002088776,0.008013877,0.0008047819,0.00482175,0.002208866,0.001997955,0.004042583],"category_scores_gemma":[0.06443494,0.001067342,0.00268658,0.007213551,0.001722428,0.002645925,0.00151176,0.0015195,0.001239504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00173559,"about_ca_system_score_gemma":0.002579933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006250541,"about_ca_topic_score_gemma":0.006549818,"domain_scores_codex":[0.9761916,0.01217004,0.002690655,0.003165952,0.005170797,0.0006109088],"domain_scores_gemma":[0.9325133,0.03446691,0.01605137,0.003757073,0.0124089,0.000802409],"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":[0.001767113,0.0002521925,0.5799477,0.01035553,0.00363197,0.0002694683,0.001561406,0.002998462,0.008089962,0.003076024,0.005276284,0.382774],"study_design_scores_gemma":[0.0004649671,0.00351946,0.8096982,0.01175755,0.009567089,0.005507008,0.003322497,0.0148819,0.02541356,0.01234626,0.103076,0.0004454079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3771368,0.3973208,0.1688741,0.01036689,0.001840726,0.001980089,0.008157154,0.001195124,0.03312827],"genre_scores_gemma":[0.7892956,0.06618703,0.1331277,0.001747282,0.001024422,0.001730564,0.003004056,0.0001800537,0.003703208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0319512,"threshold_uncertainty_score":0.1689761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039809251549189,"score_gpt":0.4373248674831026,"score_spread":0.3333439423281837,"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."}}