{"id":"W4297151058","doi":"10.3390/cancers14194623","title":"The Drivers, Mechanisms, and Consequences of Genome Instability in HPV-Driven Cancers","year":2022,"lang":"en","type":"review","venue":"Cancers","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Genome instability; Genome; Biology; Carcinogenesis; Chromosome instability; Telomere; DNA damage; Gene; DNA repair; Genetics; Cancer; Cancer research; DNA; Chromosome","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003509606,0.0005612752,0.0008387886,0.001987405,0.0002380705,0.0007751852,0.0005690039,0.0007076639,0.00269744],"category_scores_gemma":[0.0006515761,0.000193269,0.0004387052,0.001660553,0.0003311902,0.0008820847,0.000446225,0.001074954,0.001062678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006518774,"about_ca_system_score_gemma":0.00112504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185222,"about_ca_topic_score_gemma":0.001754672,"domain_scores_codex":[0.9998441,0.00002688314,0.00002323593,0.00002611539,0.00006204484,0.00001756258],"domain_scores_gemma":[0.9997949,0.00009081097,0.00003194317,0.000005751912,0.00005973236,0.00001691103],"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":[0.00006686211,0.00004569351,0.0003740721,0.02714548,0.00009995839,0.0002293788,0.0001102046,0.0003570704,0.001957705,0.004799967,0.02692858,0.9378849],"study_design_scores_gemma":[0.000009077778,0.00009222091,0.001655569,0.007843862,0.0001536805,0.002003942,0.0001108671,0.00007111954,0.0004887921,0.002311875,0.9852414,0.00001762442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001089131,0.9986903,0.0000619928,0.0001879262,0.000127458,0.000003106047,0.00001444739,0.000004671118,0.0008011399],"genre_scores_gemma":[0.0005262835,0.9989737,0.00006182446,0.00007367114,0.00006442284,0.000003087743,0.00001525619,6.519361e-7,0.0002811267],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00269744,"threshold_uncertainty_score":0.009023845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09028603194505576,"score_gpt":0.3767987238888285,"score_spread":0.2865126919437727,"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."}}