{"id":"W4321763702","doi":"10.3791/64974-v","title":"JoVE Video Dataset","year":2023,"lang":"pt","type":"article","venue":"","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Spinal cord; Anatomy; Central nervous system; Dissection (medical); Nervous system; Neuroscience; Dorsal root ganglion; Peripheral nervous system; Biology; Dorsum; Ganglion; Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004346999,0.00165891,0.001089557,0.003085409,0.0008937849,0.002091667,0.001965275,0.001693569,0.478196],"category_scores_gemma":[0.002853206,0.0003602765,0.0007530671,0.002665254,0.0002474595,0.001845789,0.002062435,0.001105133,0.3057678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007492736,"about_ca_system_score_gemma":0.001364523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01269658,"about_ca_topic_score_gemma":0.03850984,"domain_scores_codex":[0.9996427,0.00003579453,0.00002827538,0.0001079368,0.0001268975,0.00005834762],"domain_scores_gemma":[0.9989821,0.0002617536,0.0000630056,0.0001434588,0.0003847888,0.0001648045],"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":[0.00008684118,0.00002509192,0.0002634223,0.000618187,0.00001255367,0.00004970631,0.00002782096,0.0001398079,0.0005008694,0.0004514396,0.9818687,0.01595549],"study_design_scores_gemma":[0.00005358217,0.00003046476,0.001958415,0.0003631244,0.00002338427,0.0001602183,0.0001036672,0.0007376222,0.0008299294,0.002259131,0.9934349,0.00004555403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005080837,0.0005178758,0.001609738,0.0002951875,0.0003134269,0.0001389283,0.967467,0.007194507,0.02195527],"genre_scores_gemma":[0.003756392,0.000976573,0.008066985,0.0005075273,0.0001072522,0.0005855584,0.9572422,0.002442779,0.0263148],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.521804,"threshold_uncertainty_score":0.7442901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.042769362036551,"score_gpt":0.3276804964530665,"score_spread":0.2849111344165154,"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."}}