{"id":"W4212925515","doi":"10.3390/curroncol29020107","title":"The BC Generations Project as a Tumor Tissue Resource for Cancer Research","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Medicine; Cancer registry; Cancer; Lung cancer; Population; Resource (disambiguation); Breast cancer; Bladder cancer; Cohort; Pancreatic cancer; Pathology; Internal medicine; Computer science; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01087375,0.0005040065,0.0007380177,0.005685737,0.00262405,0.002746717,0.002081579,0.0007828343,0.04206923],"category_scores_gemma":[0.0299208,0.0006728599,0.0003524515,0.00860619,0.0005790281,0.0007889351,0.003589321,0.001127076,0.008989646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006334061,"about_ca_system_score_gemma":0.03805637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4295661,"about_ca_topic_score_gemma":0.5329784,"domain_scores_codex":[0.9951409,0.001687813,0.0004798513,0.0006229154,0.001595116,0.0004734434],"domain_scores_gemma":[0.957978,0.006705617,0.002369396,0.009155536,0.01609405,0.007697378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006656366,0.0001102617,0.04987119,0.0005538831,0.0001464885,0.0003774105,0.0009350526,0.0005308882,0.001918509,0.004684214,0.8152849,0.1249216],"study_design_scores_gemma":[0.000224181,0.0000557436,0.06625497,0.0005228986,0.00008193677,0.0003365317,0.0005009336,0.0005962201,0.001059132,0.002009505,0.9283131,0.00004476177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.03458093,0.004023036,0.02541618,0.01179845,0.001262129,0.004997246,0.8504658,0.003355068,0.06410126],"genre_scores_gemma":[0.1060287,0.005437975,0.1264013,0.004525369,0.0006366167,0.01203491,0.664413,0.002847869,0.07767424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4295661,"threshold_uncertainty_score":0.8541315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.188352012682071,"score_gpt":0.5122451080588777,"score_spread":0.3238930953768067,"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."}}