{"id":"W4317597552","doi":"10.3791/64715-v","title":"JoVE Video Dataset","year":2023,"lang":"pt","type":"article","venue":"","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Austrian Science Fund; Innovative Medicines Initiative; Österreichischen Akademie der Wissenschaften","keywords":"Organoid; Induced pluripotent stem cell; Basement membrane; Cell biology; Biology; Stem cell; Anatomy; Matrigel; Pathology; Cell; Medicine; Embryonic stem cell","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":[0.0006198792,0.001858455,0.001468666,0.003249745,0.001096334,0.003011741,0.002666954,0.00224982,0.6371728],"category_scores_gemma":[0.003339926,0.0005072932,0.000945665,0.003206545,0.0002859514,0.002362952,0.002759,0.001301556,0.4168246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008667641,"about_ca_system_score_gemma":0.001725977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001904,"about_ca_topic_score_gemma":0.02364193,"domain_scores_codex":[0.999518,0.00004881385,0.00004004133,0.0001393692,0.0001740834,0.00007968676],"domain_scores_gemma":[0.9989251,0.0002671725,0.0000665755,0.0001510705,0.0004088244,0.000181258],"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":[0.00007928809,0.00002216951,0.0001541026,0.0006714266,0.00001220525,0.00004603957,0.00002901304,0.0001150665,0.000374849,0.0005438818,0.9822348,0.01571711],"study_design_scores_gemma":[0.00006894868,0.00002804754,0.001107747,0.0003398868,0.00002217243,0.000140493,0.00009550684,0.0005572323,0.0006306906,0.002157055,0.9948128,0.00003939218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004871289,0.0008576903,0.002415592,0.0004936206,0.0005886134,0.0002503492,0.9408139,0.01160472,0.04248851],"genre_scores_gemma":[0.00363608,0.001431844,0.01085275,0.0009907186,0.0001783551,0.0009291496,0.9304452,0.004566557,0.04696939],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3628272,"threshold_uncertainty_score":0.5175289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05186603777197973,"score_gpt":0.3455805355998025,"score_spread":0.2937144978278228,"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."}}