{"id":"W4393565440","doi":"10.5281/zenodo.4384911","title":"Phindr3D: Test Data Set 2 (human MCF10A breast cancer organoids)","year":2021,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Sunnybrook Hospital","funders":"European Commission","keywords":"Organoid; Human breast; Breast cancer; Test (biology); Biology; Computer science; Cancer; Medicine; Internal medicine; Cell biology; Ecology","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":[0.001532475,0.004146509,0.001789153,0.002328049,0.001117587,0.002213947,0.00453757,0.003602326,0.02808854],"category_scores_gemma":[0.003826594,0.0009719465,0.002773729,0.002274717,0.0006570572,0.0009193237,0.002187881,0.002632733,0.0475315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002169732,"about_ca_system_score_gemma":0.002210557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02279602,"about_ca_topic_score_gemma":0.04242177,"domain_scores_codex":[0.9987549,0.0001952608,0.00009380373,0.0003759277,0.000377815,0.0002023521],"domain_scores_gemma":[0.9986914,0.0003615913,0.00007635792,0.0004272928,0.0002955913,0.0001478411],"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":[0.0002742467,0.0001290341,0.001838888,0.001349989,0.0001561197,0.0001236096,0.00003272716,0.002657673,0.002235545,0.0006094273,0.9821291,0.008463721],"study_design_scores_gemma":[0.0009826109,0.0002239329,0.01250572,0.0004814275,0.0002145259,0.0009180348,0.0002222706,0.01303358,0.01491978,0.002903217,0.9534503,0.0001446345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00275682,0.0006109391,0.001059403,0.0002815205,0.0001708709,0.00006726148,0.9881116,0.005040454,0.001901043],"genre_scores_gemma":[0.002120164,0.0001106493,0.001562198,0.00008918614,0.000008486943,0.0001204983,0.9949074,0.0002680037,0.0008132487],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02808854,"threshold_uncertainty_score":0.09396553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0925102867902425,"score_gpt":0.3473513092902073,"score_spread":0.2548410224999648,"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."}}