{"id":"W4237283330","doi":"10.1089/bio.2010.8405","title":"Canadian Tumour Repository Network","year":2010,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biobank; Biopreservation; Library science; Medicine; Biology; Bioinformatics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001250965,0.00006585241,0.0001025424,0.00007313185,0.0002302871,0.00006701477,0.00009954692,0.0002814748,0.0001411709],"category_scores_gemma":[0.001528338,0.00005577922,0.00003139916,0.00016039,0.00009707555,0.00006391006,0.00005901468,0.0009707519,0.00001979297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003689114,"about_ca_system_score_gemma":0.0004123741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03102699,"about_ca_topic_score_gemma":0.1574113,"domain_scores_codex":[0.9990061,0.00002102839,0.0001983399,0.0002076227,0.0003143093,0.0002526143],"domain_scores_gemma":[0.9987897,0.0003885741,0.00003961249,0.0002417788,0.0002401521,0.0003001716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003698988,0.00002090064,0.8754616,0.00007216411,0.00001701365,0.00004826396,0.00006599353,7.794688e-7,0.07683266,0.0414811,0.003569938,0.002392636],"study_design_scores_gemma":[0.0004507948,0.00009517214,0.9106781,0.0001424005,0.00001842133,0.00005551821,0.00003953587,0.000890577,0.004367011,0.01568518,0.06743784,0.0001394124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573362,0.0001071664,0.00001881237,0.01396101,0.000470913,0.0001706334,0.000001659926,0.00004414268,0.0278894],"genre_scores_gemma":[0.9907351,0.0000595794,0.002083255,0.001761638,0.0007911732,0.00000569941,0.00001196435,0.000009999992,0.004541662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1263843,"threshold_uncertainty_score":0.9754255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2002451667530826,"score_gpt":0.4532034460791426,"score_spread":0.25295827932606,"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."}}