{"id":"W2056580288","doi":"10.1089/bio.2012.1054","title":"The 2012 ISBER Annual Meeting &amp; Exhibits","year":2012,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Biobank; Political science; Biology; Computer science; Bioinformatics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002707133,0.001438773,0.000824846,0.002061647,0.00447544,0.008039266,0.001465155,0.002176773,0.4925604],"category_scores_gemma":[0.002977592,0.000512908,0.0005899196,0.002023315,0.0006426509,0.00202134,0.004077239,0.002184643,0.3652385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002366888,"about_ca_system_score_gemma":0.004345832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007418967,"about_ca_topic_score_gemma":0.0249508,"domain_scores_codex":[0.9984789,0.0002411968,0.00004971794,0.0001914283,0.0007029786,0.000335754],"domain_scores_gemma":[0.9970462,0.0001183139,0.0001564487,0.0001424102,0.001172123,0.001364587],"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":[0.00004575303,0.00003498258,0.0001616201,0.00004746264,0.000001806798,0.00003981014,0.00004760367,0.0000219443,0.0001994867,0.0003718303,0.9777296,0.02129804],"study_design_scores_gemma":[0.000003082311,0.00001061478,0.000743534,0.00002535398,8.83091e-7,0.00001960214,0.00009328101,0.0000231639,0.00006293305,0.00007166468,0.998942,0.00000389375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003558912,0.004082414,0.001486812,0.01594663,0.03540935,0.0005584947,0.005573345,0.001911968,0.9314721],"genre_scores_gemma":[0.003979661,0.001327386,0.0008947719,0.0007919605,0.003095731,0.0001662379,0.002754569,0.0003568505,0.9866327],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4925604,"threshold_uncertainty_score":0.723801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05345254101131377,"score_gpt":0.3219944912514852,"score_spread":0.2685419502401714,"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."}}