{"id":"W3135296007","doi":"10.32635/2176-9745.rbc.2009v55n2.1648","title":"Alterações Genéticas em Câncer de Cabeça e Pescoço","year":2009,"lang":"pt","type":"article","venue":"Revista Brasileira de Cancerologia","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interface Biologics (Canada)","funders":"","keywords":"Medicine; Gynecology","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":[0.000406544,0.0001982643,0.0003732944,0.001146189,0.0005211634,0.0009923436,0.0002883872,0.0005662922,0.004332228],"category_scores_gemma":[0.002455488,0.0001929854,0.0004721192,0.001861944,0.0004246985,0.0005719537,0.0003626476,0.0005718079,0.0004652002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009071109,"about_ca_system_score_gemma":0.0004910076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009945946,"about_ca_topic_score_gemma":0.006221201,"domain_scores_codex":[0.9995067,0.00009015195,0.00003518926,0.0001347756,0.0001548853,0.00007827109],"domain_scores_gemma":[0.9992447,0.0001811657,0.0003022148,0.00004003098,0.0001718013,0.00006016783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001469679,0.0002376639,0.7956398,0.0009124076,0.0006437675,0.003147542,0.001198704,0.001505804,0.03543239,0.002999783,0.004254583,0.152558],"study_design_scores_gemma":[0.00003952267,0.0002874325,0.9494208,0.0002926232,0.0003673483,0.004713605,0.001138926,0.001050039,0.006583177,0.002171297,0.03388637,0.00004883555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419354,0.04268874,0.001901496,0.001546252,0.0001326723,0.00005527501,0.002453492,0.0001054558,0.009181212],"genre_scores_gemma":[0.9840954,0.01043691,0.0007502634,0.0002719217,0.00004962897,0.00004709472,0.001007379,0.00002011833,0.003321407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009945946,"threshold_uncertainty_score":0.01977611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03589706910363471,"score_gpt":0.3359748752980423,"score_spread":0.3000778061944075,"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."}}