{"id":"W7114929136","doi":"10.1177/19475535251407965","title":"ISBER 2025 Regional Meeting, Buenos Aires, Argentina: Regional Togetherness","year":2025,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"MEDLINE","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":[0.002807535,0.001466902,0.0008439541,0.001044782,0.001370072,0.003837238,0.0008977746,0.002246705,0.1585053],"category_scores_gemma":[0.00207383,0.0003589135,0.0007024113,0.001036056,0.0004685471,0.001229864,0.002168321,0.001685117,0.03829619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002769614,"about_ca_system_score_gemma":0.007302488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04587173,"about_ca_topic_score_gemma":0.06190999,"domain_scores_codex":[0.9989339,0.0002016328,0.00005525402,0.0001786107,0.0003169465,0.0003135905],"domain_scores_gemma":[0.9984539,0.00009098171,0.000107958,0.00007437242,0.0006680715,0.0006046985],"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":[0.0006476846,0.00007467494,0.002330515,0.0005882137,0.00004414006,0.0003641944,0.0001742832,0.0005500651,0.003018165,0.003433043,0.9294158,0.05935925],"study_design_scores_gemma":[0.00002971374,0.00004378321,0.007889183,0.0001469361,0.0000181717,0.00006684552,0.000191246,0.0001990055,0.0004179296,0.0002755247,0.9907132,0.000008451165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03425163,0.06922349,0.01153133,0.09075738,0.07222197,0.001098333,0.06146655,0.002892718,0.6565566],"genre_scores_gemma":[0.04436157,0.009152829,0.007162616,0.002240294,0.002851405,0.000345521,0.02038673,0.0009153427,0.9125837],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1585053,"threshold_uncertainty_score":0.5302531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1408132409987726,"score_gpt":0.4017762646060301,"score_spread":0.2609630236072575,"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."}}