{"id":"W7111063839","doi":"10.1371/journal.pone.0332430.s003","title":"Medical Evaluations Form.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biobank; Amyotrophic lateral sclerosis; Data collection; Translational research; Protocol (science); Activities of daily living; Translational science; Independent living; Disease","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":[],"category_scores_codex":[0.001696571,0.0007753093,0.001027314,0.001557529,0.001106958,0.003940579,0.001888708,0.002401934,0.8974818],"category_scores_gemma":[0.01101018,0.0005015886,0.0005593456,0.001690466,0.0003323396,0.002271248,0.002496142,0.002065382,0.7762135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293286,"about_ca_system_score_gemma":0.002379673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004863806,"about_ca_topic_score_gemma":0.006640496,"domain_scores_codex":[0.9989065,0.0002885886,0.0001516416,0.0001823626,0.0003230363,0.0001479515],"domain_scores_gemma":[0.9957799,0.001071433,0.0002324937,0.0004202084,0.001763766,0.0007322228],"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":[0.00009767745,0.00002826637,0.0001676965,0.0001436517,0.000002735456,0.00003976356,0.00002777358,0.00001835905,0.0000270929,0.0009990144,0.970707,0.02774095],"study_design_scores_gemma":[0.00008938446,0.00002924381,0.0007247689,0.0001982037,0.000002622282,0.00007054391,0.00005145219,0.00006828482,0.0000500391,0.001251626,0.9974546,0.000009187513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009092066,0.0006238173,0.001219236,0.005784959,0.001465514,0.001086509,0.2149574,0.005499816,0.7684535],"genre_scores_gemma":[0.00929262,0.001314531,0.002810851,0.007790582,0.001066165,0.002100032,0.14257,0.00360448,0.8294508],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8974818,"threshold_uncertainty_score":0.1462297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08994159137693615,"score_gpt":0.4319248133756518,"score_spread":0.3419832219987157,"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."}}