{"id":"W4393903913","doi":"10.1017/cjn.2024.23","title":"Building On Our Strengths Toward a Bright Future","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Parkinson Canada; University of Alberta","keywords":"Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02655047,0.001393217,0.001195229,0.002082961,0.009362045,0.02060477,0.002724257,0.008680945,0.05328327],"category_scores_gemma":[0.02491888,0.000473436,0.0009610875,0.001337554,0.01541535,0.02816536,0.01945715,0.01811397,0.02478755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005483059,"about_ca_system_score_gemma":0.03183532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005925887,"about_ca_topic_score_gemma":0.01062241,"domain_scores_codex":[0.9907617,0.003349452,0.0003569765,0.001171674,0.002157911,0.00220225],"domain_scores_gemma":[0.9609065,0.005765083,0.001160698,0.002880897,0.008766813,0.02051997],"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":[0.0001006744,0.0001298095,0.00164497,0.0006178878,0.00005755298,0.0003516116,0.004611395,0.0002922966,0.0006467109,0.2559064,0.6198099,0.1158309],"study_design_scores_gemma":[0.00001878703,0.00004375096,0.0005763992,0.001163433,0.0000194805,0.0002256149,0.007447783,0.000144066,0.0002838882,0.1578238,0.8322022,0.00005086431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002053232,0.01735597,0.007131592,0.9126079,0.01198292,0.00003948222,0.0002503861,0.0004355832,0.04814294],"genre_scores_gemma":[0.1942664,0.08098522,0.04979531,0.547533,0.02008542,0.0005169502,0.001099977,0.001127062,0.1045908],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05328327,"threshold_uncertainty_score":0.1782503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04296978629119225,"score_gpt":0.284939597020326,"score_spread":0.2419698107291338,"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."}}