{"id":"W4384942679","doi":"10.3791/64770-v","title":"JoVE Video Dataset","year":2023,"lang":"pt","type":"article","venue":"","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Université de Montréal; Institute for Research in Immunology and Cancer","funders":"Fonds de Recherche du Québec - Santé","keywords":"Organoid; Transplantation; Xenotransplantation; Induced pluripotent stem cell; Context (archaeology); Neural stem cell; Progenitor cell; Neuroscience; Stem cell; Biology; Embryonic stem cell; Cell biology; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002947452,0.001521553,0.0009720085,0.00243542,0.0007456594,0.001750216,0.001660288,0.001411933,0.3998171],"category_scores_gemma":[0.001666543,0.000279273,0.0006561442,0.002153875,0.000194207,0.001373332,0.00182592,0.0009340312,0.247165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005715624,"about_ca_system_score_gemma":0.001014652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01253178,"about_ca_topic_score_gemma":0.03692979,"domain_scores_codex":[0.9997018,0.00002422286,0.00001796934,0.00009213363,0.0001163966,0.00004743606],"domain_scores_gemma":[0.9994086,0.0001106905,0.00003109219,0.0000813456,0.0002612774,0.0001070549],"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":[0.0001075767,0.00003026324,0.0003337337,0.0005209587,0.00001562186,0.00007102268,0.00002478679,0.0002181299,0.001068037,0.000453285,0.9700804,0.02707624],"study_design_scores_gemma":[0.000058577,0.00003808168,0.00311701,0.0003119646,0.00002626302,0.0002752763,0.0001095851,0.001726986,0.001506666,0.002146344,0.9906356,0.00004755287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001224003,0.001034541,0.003654663,0.000397826,0.0004958476,0.0002260161,0.9393851,0.01066079,0.04292123],"genre_scores_gemma":[0.006271866,0.001241776,0.01053926,0.0004567174,0.0001198447,0.0004374551,0.9465469,0.002264495,0.03212174],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6001829,"threshold_uncertainty_score":0.8560881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02996234563261686,"score_gpt":0.3201552398828462,"score_spread":0.2901928942502293,"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."}}