{"id":"W4200552866","doi":"10.3791/63221-v","title":"JoVE Video Dataset","year":2021,"lang":"pt","type":"article","venue":"","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Chorioamnionitis; Cerebral palsy; Fetus; Neurodevelopmental disorder; Autism; Autism spectrum disorder; Medicine; Pregnancy; Bioinformatics; Neuroscience; Intensive care medicine; Pediatrics; Immunology; Psychology; Biology; Psychiatry","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":[],"category_scores_codex":[0.0004822008,0.002432908,0.001461396,0.003344854,0.001016752,0.002851185,0.002535403,0.002358546,0.5263478],"category_scores_gemma":[0.004054388,0.0004322413,0.001145964,0.003348744,0.0002833374,0.002736185,0.002733243,0.001360015,0.3770077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029455,"about_ca_system_score_gemma":0.001554077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01706319,"about_ca_topic_score_gemma":0.04335557,"domain_scores_codex":[0.9995394,0.00006038312,0.00004037502,0.0001429249,0.00013862,0.00007842002],"domain_scores_gemma":[0.9988293,0.0003208934,0.00007105518,0.0001733583,0.0004334737,0.0001718123],"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":[0.00007479388,0.00002156271,0.0002130159,0.000582429,0.00001069953,0.00004269502,0.0000228685,0.0001233207,0.0001391662,0.0003338083,0.9836593,0.01477626],"study_design_scores_gemma":[0.00007279022,0.00003211007,0.001176865,0.0003497778,0.00002207289,0.0001125974,0.0001194085,0.0007470759,0.0004296403,0.001836638,0.995065,0.00003599482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005046602,0.0008130097,0.001352199,0.0004931459,0.0004620312,0.0002115666,0.9543242,0.01085728,0.03098191],"genre_scores_gemma":[0.00296394,0.001085135,0.00653864,0.0007021208,0.0001350206,0.0005869539,0.9558706,0.002563281,0.0295543],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5263478,"threshold_uncertainty_score":0.6756073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123690840286719,"score_gpt":0.2880254029486542,"score_spread":0.266788494545787,"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."}}