{"id":"W4390338403","doi":"10.3390/curroncol31010011","title":"Mechanisms and Potential Clinical Implications of Oral Microbiome in Oral Squamous Cell Carcinoma","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oral Microbiome; Microbiome; Oral cavity; Medicine; Basal cell; Cancer; Disease; Human microbiome; Bioinformatics; Biology; Pathology; Internal medicine; Dentistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004685826,0.0005378846,0.0009344866,0.001927636,0.0002707865,0.001018567,0.0004961111,0.0009858904,0.002732102],"category_scores_gemma":[0.001062332,0.0001509992,0.000684397,0.001375802,0.0004084782,0.0009586539,0.0006180059,0.0008045412,0.0006251959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004278151,"about_ca_system_score_gemma":0.001139713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067242,"about_ca_topic_score_gemma":0.00170236,"domain_scores_codex":[0.9998088,0.00004866,0.00003462542,0.00003101605,0.00005438546,0.0000225015],"domain_scores_gemma":[0.9997311,0.0001398883,0.00004761267,0.000006068363,0.00005944419,0.00001571363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001059086,0.00007139222,0.001164217,0.04541263,0.0002353477,0.0006307499,0.0002033928,0.0003109455,0.001665941,0.004876161,0.01956308,0.9257601],"study_design_scores_gemma":[0.0000276095,0.0001481431,0.007532881,0.0276,0.0006821036,0.008074687,0.0004449176,0.0002378319,0.001035558,0.004857293,0.9493099,0.00004899413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000164434,0.9990366,0.00005573599,0.0002380266,0.00009853117,0.000002840737,0.00001172849,0.000002350846,0.0003898326],"genre_scores_gemma":[0.001565566,0.9979241,0.00008901488,0.0001179958,0.0001054787,0.000003802137,0.00001762537,5.468009e-7,0.0001758702],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002732102,"threshold_uncertainty_score":0.009139776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3029261224673058,"score_gpt":0.5298469529821385,"score_spread":0.2269208305148326,"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."}}