{"id":"W4405801693","doi":"10.4103/aian.aian_1110_24","title":"Abstracts - IANCON 2024","year":2024,"lang":"en","type":"article","venue":"Annals of Indian Academy of Neurology","topic":"Pharmacological Receptor Mechanisms and Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Information retrieval; Computer science","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":["insufficient_payload"],"category_scores_codex":[0.001281758,0.00142915,0.001322199,0.002508121,0.0009771613,0.004789704,0.001321691,0.002043959,0.8595952],"category_scores_gemma":[0.002362234,0.0004942029,0.001030863,0.002407965,0.0004145956,0.001191422,0.001557902,0.001398346,0.7893385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081748,"about_ca_system_score_gemma":0.001494393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002927179,"about_ca_topic_score_gemma":0.004522275,"domain_scores_codex":[0.999062,0.0001423401,0.0001154514,0.0001491212,0.000408426,0.0001227679],"domain_scores_gemma":[0.9972315,0.0004001628,0.000142074,0.000347899,0.001079419,0.0007988704],"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":[0.000427141,0.0002155662,0.0008392497,0.0004290664,0.00002130553,0.0001199602,0.00001950556,0.00008300656,0.000771192,0.0005700982,0.9368225,0.05968148],"study_design_scores_gemma":[0.0001557943,0.0001322189,0.003595962,0.0003381294,0.00001422809,0.000219701,0.00004234946,0.0001893625,0.0004816886,0.0004454581,0.9943697,0.00001538826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00192994,0.002008696,0.0008240873,0.001480332,0.004212392,0.0008840332,0.02854211,0.003208397,0.95691],"genre_scores_gemma":[0.004360211,0.001397,0.0006070266,0.001139094,0.001471351,0.0003335695,0.02187043,0.001066035,0.9677553],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1404048,"threshold_uncertainty_score":0.2002704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04306850707202422,"score_gpt":0.35289372374049,"score_spread":0.3098252166684658,"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."}}