{"id":"W3085206843","doi":"10.26507/ponencia.805","title":"CONTEO AUTOMÁTICO DE COLONIAS DE CÉLULAS TUMORALES","year":2020,"lang":"es","type":"article","venue":"","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control","funders":"","keywords":"Humanities; Glioblastoma; Physics; Biology; Molecular biology; Philosophy; Cancer research","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":[0.0001055297,0.0001789672,0.0001984733,0.00003944424,0.00003481324,0.00008863732,0.0001688998,0.000164099,0.0005577287],"category_scores_gemma":[0.0001612732,0.0001782691,0.00006675892,0.0002240755,0.00004951013,0.00007122351,0.00003216778,0.0002644437,0.0004152799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001509915,"about_ca_system_score_gemma":0.0001169913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009348735,"about_ca_topic_score_gemma":0.00000226271,"domain_scores_codex":[0.9990621,0.00001971041,0.0002018382,0.0001702151,0.0001237515,0.000422442],"domain_scores_gemma":[0.9993063,0.00007012302,0.00001812514,0.0001156955,0.00002408874,0.0004656929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001180352,0.0006076598,0.03074336,0.01501386,0.0009346268,0.0003229403,0.01794254,0.06859565,0.194592,0.1051619,0.5230988,0.0428686],"study_design_scores_gemma":[0.0004678422,0.0001503135,0.04221715,0.0002011309,0.00007386455,0.00002577752,0.0001706395,0.7170072,0.009208383,0.000203374,0.2298017,0.0004726434],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8594046,0.002234528,0.07835896,0.04471555,0.001128812,0.0002481472,0.00003170284,0.001824894,0.01205285],"genre_scores_gemma":[0.9924724,0.0001487268,0.004980101,0.001266431,0.0006536872,0.0000143508,0.00001147698,0.00004179177,0.0004110878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6484116,"threshold_uncertainty_score":0.7269602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332754381191668,"score_gpt":0.2210493384642807,"score_spread":0.207721794652364,"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."}}