{"id":"W7161985346","doi":"10.82308/36648","title":"Cancers attributable to infections in North America","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Population; Virus; Viral disease; Oncovirus","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":[0.002215913,0.0003827556,0.0008392324,0.002115038,0.0004432753,0.000898613,0.0003821072,0.0003869903,0.001542998],"category_scores_gemma":[0.004946575,0.0004950417,0.002029934,0.004584073,0.0002845928,0.000369346,0.0008048728,0.0004932,0.0001678136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147542,"about_ca_system_score_gemma":0.00196481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08884132,"about_ca_topic_score_gemma":0.1204515,"domain_scores_codex":[0.9979993,0.001040262,0.0002032647,0.0003924808,0.0002710029,0.00009370926],"domain_scores_gemma":[0.9977082,0.0009207771,0.0006566662,0.000206422,0.0004107913,0.00009710548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00153576,0.00005810011,0.8671883,0.007811265,0.0191414,0.000337039,0.001088453,0.001425221,0.001027792,0.0006411345,0.008972085,0.09077355],"study_design_scores_gemma":[0.0001049115,0.0001118534,0.9665712,0.001938974,0.008479698,0.0003493195,0.0006994536,0.0003834133,0.0001731764,0.0004999575,0.0206691,0.00001918548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3976791,0.5555235,0.002915681,0.002549552,0.0007072387,0.000312828,0.02618141,0.0001372396,0.01399347],"genre_scores_gemma":[0.8767038,0.108096,0.002188924,0.001048756,0.0002771947,0.0006555695,0.008850941,0.00003989083,0.002139044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08884132,"threshold_uncertainty_score":0.1766484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009931513779065456,"score_gpt":0.2930384665198175,"score_spread":0.283106952740752,"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."}}