{"id":"W4323022539","doi":"10.1109/icbme57741.2022.10053018","title":"Program Schedule","year":2022,"lang":"en","type":"article","venue":"","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":[0.0005286625,0.0008593333,0.0005468837,0.0008068418,0.001069303,0.0009189559,0.001574816,0.0006945195,0.7563169],"category_scores_gemma":[0.001432487,0.0002810452,0.0003760431,0.0005240139,0.0002079652,0.0004742538,0.001533172,0.0009466255,0.5060471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007250949,"about_ca_system_score_gemma":0.001324679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001818157,"about_ca_topic_score_gemma":0.004562407,"domain_scores_codex":[0.9996731,0.00004717682,0.00001837692,0.00009905596,0.00009445903,0.00006780375],"domain_scores_gemma":[0.9989117,0.0001158215,0.00003177855,0.0001958081,0.000308462,0.0004364747],"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":[0.001865295,0.001858418,0.001539785,0.0003216068,0.00001676782,0.0001078768,0.0002103966,0.0003219324,0.00554797,0.008253835,0.6940197,0.2859365],"study_design_scores_gemma":[0.0002438148,0.0005794884,0.003395746,0.00005248496,0.00001113882,0.00006242774,0.00008504669,0.000315366,0.001548693,0.00223313,0.9914561,0.00001661961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01128577,0.0002078153,0.01731459,0.001365376,0.001578697,0.007318961,0.05468777,0.01375592,0.892485],"genre_scores_gemma":[0.02366883,0.0003395756,0.015104,0.001327856,0.000236495,0.008029202,0.03699857,0.002182313,0.9121131],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2436831,"threshold_uncertainty_score":0.3475844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046166675972339,"score_gpt":0.2982630153918636,"score_spread":0.2778013486321402,"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."}}