{"id":"W4312780824","doi":"10.26443/mjm.v20i2.1014","title":"Abstracts from NeuroSymposium 2022","year":2022,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006775525,0.0009772624,0.0007955942,0.001707376,0.001338743,0.002011423,0.0008310194,0.001982582,0.6280308],"category_scores_gemma":[0.003410054,0.0002557539,0.0007158465,0.0009735322,0.0003705685,0.0006732075,0.001285367,0.001118184,0.4158559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001454249,"about_ca_system_score_gemma":0.002405513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0045589,"about_ca_topic_score_gemma":0.01066385,"domain_scores_codex":[0.9993696,0.00006476481,0.00006745106,0.00008631402,0.0002896908,0.000122205],"domain_scores_gemma":[0.9977295,0.0002261836,0.0001211954,0.0001156107,0.001044345,0.0007631606],"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":[0.0002512618,0.00002804123,0.0002182434,0.0002541759,0.00001210001,0.0002610391,0.000007221838,0.00002009672,0.0006947135,0.0001868108,0.9628716,0.03519478],"study_design_scores_gemma":[0.00008862904,0.0000703742,0.001805801,0.0002311862,0.00001307403,0.0002308516,0.00002330389,0.00004057114,0.0003075992,0.0002089911,0.996972,0.000007708399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002773297,0.0153977,0.0004211889,0.01789173,0.1223171,0.0005639641,0.007805934,0.0005317917,0.8322972],"genre_scores_gemma":[0.006973447,0.005876441,0.0001467626,0.005369696,0.01747038,0.0002274777,0.002449137,0.0002378609,0.9612488],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6280308,"threshold_uncertainty_score":0.530569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575071641068628,"score_gpt":0.2770725929466501,"score_spread":0.2513218765359638,"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."}}