{"id":"W4383498301","doi":"10.3791/65334-v","title":"JoVE Video Dataset","year":2023,"lang":"pt","type":"article","venue":"","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Hue; Pixel; Visual analogue scale; Artificial intelligence; Concordance; Computer science; Rating scale; Mathematics; Computer vision; Medicine; Pattern recognition (psychology); Statistics; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005150444,0.001946664,0.001180053,0.002849925,0.0008261442,0.001647646,0.002166906,0.001832194,0.1584202],"category_scores_gemma":[0.003818822,0.0003099701,0.0009544684,0.00237873,0.0002692837,0.001571233,0.001691171,0.001145342,0.1113579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008533868,"about_ca_system_score_gemma":0.001211546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01751335,"about_ca_topic_score_gemma":0.04750222,"domain_scores_codex":[0.9994851,0.00008432157,0.0000426857,0.000150777,0.0001683296,0.00006867505],"domain_scores_gemma":[0.9990758,0.0002960807,0.00004493114,0.0001755921,0.0003230763,0.00008449871],"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":[0.0002035682,0.00007371851,0.0006324036,0.001058611,0.00002957596,0.0001065061,0.00005649678,0.0005557772,0.0007146028,0.0007944951,0.96491,0.03086427],"study_design_scores_gemma":[0.0001446196,0.00009029038,0.003828203,0.0004652777,0.00004685852,0.000263663,0.0002604621,0.005931468,0.001387305,0.003347462,0.9841589,0.0000755929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00179518,0.0009702492,0.002977044,0.0003557377,0.0003828629,0.0002892286,0.9672583,0.008496009,0.01747531],"genre_scores_gemma":[0.005086745,0.0006203854,0.007233588,0.0003121687,0.00007873645,0.0006059255,0.9740493,0.0008849052,0.0111283],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8415798,"threshold_uncertainty_score":0.5299684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422275901413928,"score_gpt":0.3292614858071968,"score_spread":0.3050387267930575,"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."}}