{"id":"W2142996672","doi":"10.1186/1476-4598-8-127","title":"microRNA evaluation of unknown primary lesions in the head and neck","year":2009,"lang":"en","type":"article","venue":"Molecular Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; Princess Margaret Cancer Centre; University of Toronto; Ontario Institute for Cancer Research","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Terry Fox Foundation","keywords":"Malignancy; microRNA; Head and neck cancer; Cervical lymph nodes; Metastasis; Primary tumor; Pathology; Biology; Cancer; Tonsil; Lymph; Radiation therapy; Oncology; Medicine; Internal medicine; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002664915,0.00006244615,0.0001613898,0.00003852095,0.00002648423,0.000003239495,0.00003433286,0.00002893929,0.00001985045],"category_scores_gemma":[0.00003159227,0.00004199917,0.00003074446,0.0001446494,0.00003358559,0.00001867482,0.000009558002,0.00007784628,7.950591e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007719717,"about_ca_system_score_gemma":0.0001624564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001094865,"about_ca_topic_score_gemma":0.0001305763,"domain_scores_codex":[0.9993469,0.00005531022,0.0001193545,0.0001139534,0.0002629979,0.0001014769],"domain_scores_gemma":[0.9997249,0.00001178411,0.0000276419,0.0001338366,0.00007872799,0.0000231015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002214714,0.0003385136,0.01640826,0.0001403007,0.00007872369,0.0000527565,0.003883369,0.00008965765,0.4002463,0.0005800383,0.005391105,0.5725695],"study_design_scores_gemma":[0.00227158,0.0002842351,0.9762492,0.0003343624,0.0001493166,0.000008740291,0.00008558824,0.0001597433,0.01197874,0.0002967358,0.008106068,0.00007569296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673991,0.01792651,0.00001489246,0.007825391,0.00003222073,0.00030115,0.000002293586,0.000004879797,0.00649357],"genre_scores_gemma":[0.9954221,0.0006588322,0.0001206794,0.003692483,0.00002781817,0.00003150737,0.000003352555,0.000004218136,0.00003906405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.959841,"threshold_uncertainty_score":0.1712676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04067658997352224,"score_gpt":0.3550045160049233,"score_spread":0.3143279260314011,"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."}}