{"id":"W4283388532","doi":"10.1017/cjn.2022.78","title":"CNSF 2022 Society Prize Winners","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Content (measure theory); Psychology; Physical medicine and rehabilitation; Business; Medicine; Mathematics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.004167388,0.001494188,0.000771191,0.002148053,0.001838062,0.005921734,0.001607799,0.004556136,0.2767156],"category_scores_gemma":[0.006223976,0.0002906881,0.001007804,0.000859732,0.0005342978,0.00167603,0.003548915,0.002045171,0.213769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003018365,"about_ca_system_score_gemma":0.009406167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005709319,"about_ca_topic_score_gemma":0.01681352,"domain_scores_codex":[0.9970083,0.0002048406,0.0001033388,0.0002222269,0.001621982,0.0008394693],"domain_scores_gemma":[0.9911407,0.0001530867,0.0001570506,0.0002280324,0.003302167,0.005019092],"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":[0.00003655925,0.00002156227,0.00008424732,0.00003707701,0.000003140094,0.00004028369,0.000003373491,0.00002635729,0.00007457958,0.0007348603,0.9847831,0.01415481],"study_design_scores_gemma":[0.00002321025,0.00003818121,0.0007554074,0.00005875104,0.000003211096,0.00007240415,0.00002748849,0.00006772949,0.0001042671,0.0005971552,0.998245,0.00000720015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004577326,0.008701084,0.001498656,0.106219,0.3855098,0.0005638439,0.01089509,0.001211695,0.4808235],"genre_scores_gemma":[0.01302103,0.004403151,0.001170302,0.01396235,0.03150598,0.0003174678,0.007743114,0.0006192172,0.9272574],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2767156,"threshold_uncertainty_score":0.9257059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05017569233708729,"score_gpt":0.3089738740610332,"score_spread":0.2587981817239459,"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."}}