{"id":"W4311994239","doi":"10.1089/bio.2022.29113.cja","title":"Explore Biobanking Issues: Get to Know ISBER's Working Groups and Special Interest Groups","year":2022,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; Lockheed Martin (Canada)","funders":"","keywords":"Library science; Biobank; Political science; Management; Biology; Computer science; Bioinformatics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03184368,0.001144974,0.001076097,0.002538682,0.02537038,0.01947248,0.002994673,0.01615293,0.09898072],"category_scores_gemma":[0.05811264,0.001058862,0.001129664,0.001413664,0.006470402,0.02105045,0.02584314,0.01453812,0.02597512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004544321,"about_ca_system_score_gemma":0.02427994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002980514,"about_ca_topic_score_gemma":0.00730874,"domain_scores_codex":[0.9797575,0.008876095,0.0006925834,0.001078905,0.002983491,0.006611473],"domain_scores_gemma":[0.8546866,0.02404003,0.005997343,0.003605418,0.01315364,0.09851695],"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":[0.0001742498,0.0008841433,0.01435543,0.0004511529,0.00004907438,0.00187784,0.04437509,0.0001109431,0.001405306,0.009503338,0.814503,0.1123106],"study_design_scores_gemma":[0.00006477709,0.0001563181,0.006477199,0.0006389386,0.00003112984,0.0006279826,0.1097392,0.000128718,0.0003704871,0.01672381,0.8649677,0.0000737887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02657898,0.003901304,0.005554667,0.8291132,0.01608464,0.0005958358,0.0002104068,0.0007569667,0.117204],"genre_scores_gemma":[0.1823641,0.006873219,0.01314758,0.5516479,0.01456734,0.001567246,0.0006526146,0.001184772,0.2279952],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09898072,"threshold_uncertainty_score":0.3311235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1017315241619417,"score_gpt":0.323897277007856,"score_spread":0.2221657528459143,"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."}}