{"id":"W4361304568","doi":"10.5692/clinicalneurol.63_3_studyabroad1","title":"A research report from McGill University","year":2023,"lang":"en","type":"article","venue":"Rinsho Shinkeigaku","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001123646,0.0001322676,0.0002731712,0.0003995813,0.0003444407,0.00001833337,0.0003001887,0.0001769591,0.0009885036],"category_scores_gemma":[0.0004281603,0.0001179181,0.0001193994,0.001715018,0.000165711,0.0001377382,0.0004988585,0.0007952458,0.004120516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005656093,"about_ca_system_score_gemma":0.0001845107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003437596,"about_ca_topic_score_gemma":0.0001471233,"domain_scores_codex":[0.997074,0.0002063,0.0002158681,0.00057715,0.00122199,0.0007046971],"domain_scores_gemma":[0.9981209,0.0003023457,0.00003763621,0.0008179999,0.0003017902,0.0004193509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0020789,0.0007668325,0.1606108,0.0002194415,0.0007401845,0.09859139,0.001079544,0.00004822399,0.1135295,0.004898295,0.5852272,0.03220968],"study_design_scores_gemma":[0.0009947708,0.0001298734,0.7196657,0.00008946108,0.00002088016,0.00007983176,0.0002651336,0.0003997188,0.0007199605,0.001328331,0.2761689,0.0001374555],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654224,0.00002771992,0.000006162164,0.006773537,0.0001165659,0.000391882,0.0001620805,0.0004263106,0.02667336],"genre_scores_gemma":[0.9440034,0.0002074282,0.0003449373,0.0001017582,0.0002538907,0.000006302252,0.0001920371,0.0000368691,0.05485339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5590549,"threshold_uncertainty_score":0.9999247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1834647249034392,"score_gpt":0.4013781539048838,"score_spread":0.2179134290014446,"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."}}