{"id":"W1993423024","doi":"10.1016/j.humpath.2005.06.016","title":"A novel method for freezing and storing research tissue bank specimens","year":2005,"lang":"en","type":"article","venue":"Human Pathology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Capsule; Liquid nitrogen; Materials science; Biomedical engineering; Cryopreservation; Chemistry; Biology; Medicine; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006174193,0.00009667704,0.000130075,0.00006658894,0.0001931042,0.00002381557,0.0001172539,0.0001336892,0.00001814897],"category_scores_gemma":[0.0001632274,0.0001062031,0.00003154123,0.00003623573,0.00008913667,0.000002020494,0.0001755282,0.0001068368,0.000005134164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000313062,"about_ca_system_score_gemma":0.000035798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002678932,"about_ca_topic_score_gemma":0.0002884885,"domain_scores_codex":[0.9990656,0.00004479674,0.0001441688,0.0003691799,0.00006142882,0.0003147789],"domain_scores_gemma":[0.9994515,0.00009182511,0.00003611706,0.0002605378,0.00009279369,0.00006725317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002144835,0.00003407304,0.0001072353,0.00001089314,0.00001032383,0.000004248917,0.000148814,0.00003837968,0.9840817,0.004971807,0.002447791,0.00812324],"study_design_scores_gemma":[0.001204084,0.0006686797,0.00124885,0.000008994112,0.00001751979,0.0001414067,0.00008192895,0.0001287203,0.4164291,0.0009844112,0.5788622,0.0002240287],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8997239,0.002574024,0.09330499,0.0006065242,0.0002227959,0.000449227,0.00008346783,0.00001473898,0.003020331],"genre_scores_gemma":[0.8612863,0.0001888274,0.1332543,0.0004383441,0.002497565,0.0001118171,0.00008312841,0.00004907788,0.002090564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5764145,"threshold_uncertainty_score":0.4330836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0738728217194602,"score_gpt":0.4030243285411028,"score_spread":0.3291515068216426,"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."}}