{"id":"W4283155168","doi":"10.4317/medoral.24922","title":"Prognostic and clinicopathological significance of tumor-stroma ratio in head and neck squamous cell carcinoma: A systematic review","year":2022,"lang":"en","type":"review","venue":"Medicina oral, patología oral y cirugía bucal","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade Federal do Rio Grande do Norte; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medicine; Grading (engineering); Stroma; Cochrane Library; Pathology; Head and neck squamous-cell carcinoma; H&E stain; Oncology; Meta-analysis; Head and neck; Internal medicine; Head and neck cancer; Cancer; Immunohistochemistry; Surgery; Biology","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":[0.006148949,0.001241461,0.007786734,0.009679719,0.0005742747,0.002209957,0.001694576,0.001722352,0.003697263],"category_scores_gemma":[0.03058838,0.00081872,0.00652203,0.01182326,0.0009249803,0.001942251,0.001118395,0.0006637226,0.000270613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002603864,"about_ca_system_score_gemma":0.008443703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006920984,"about_ca_topic_score_gemma":0.01959753,"domain_scores_codex":[0.9936746,0.001846083,0.00278044,0.0005502732,0.0009452127,0.0002034506],"domain_scores_gemma":[0.9733226,0.01883849,0.004991085,0.000358911,0.002246362,0.000242564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000165937,0.000008827858,0.0018648,0.9760973,0.00857903,0.00009287118,0.0001251048,0.00006208369,0.0001137677,0.00006970611,0.0005239386,0.01229659],"study_design_scores_gemma":[0.0002795157,0.0002665132,0.01280839,0.8280007,0.1480792,0.0006188685,0.0003889098,0.0001440235,0.0002177598,0.0002157559,0.008930173,0.00005018381],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003117942,0.9953033,0.0001317735,0.0001714494,0.00007969741,0.0003190886,0.0006331677,0.000007004538,0.0002366401],"genre_scores_gemma":[0.05191521,0.9451664,0.0007501224,0.0004443023,0.0001176224,0.0009320906,0.0005044474,0.000006983919,0.000162757],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009679719,"threshold_uncertainty_score":0.03251916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08388984494930912,"score_gpt":0.3606970025979357,"score_spread":0.2768071576486266,"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."}}