{"id":"W7111242550","doi":"10.1371/journal.pone.0332430.s002","title":"Study Status 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; Activities of daily living; Protocol (science); Independent living; Translational science; Participant observation","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":["insufficient_payload"],"category_scores_codex":[0.002534917,0.0009798375,0.001573492,0.002462194,0.001418027,0.006401364,0.002797461,0.003739855,0.909489],"category_scores_gemma":[0.01380176,0.0006970575,0.0009516507,0.002558229,0.0004101197,0.002809572,0.003069666,0.002244498,0.809221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410036,"about_ca_system_score_gemma":0.003952728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00426206,"about_ca_topic_score_gemma":0.004496209,"domain_scores_codex":[0.9981807,0.0004377359,0.0002724889,0.0003835163,0.0004878193,0.0002377044],"domain_scores_gemma":[0.9935659,0.001529446,0.0003821515,0.0007083855,0.00237784,0.001436324],"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":[0.0001151404,0.00002433887,0.0001725441,0.000605121,0.000006868899,0.00003319466,0.00002386714,0.00001681388,0.00003322757,0.0009560732,0.9754743,0.02253852],"study_design_scores_gemma":[0.000258063,0.00003598151,0.0006565478,0.0007687326,0.000008488224,0.0000716905,0.00004572126,0.00007258712,0.00006279867,0.00170159,0.9963043,0.00001351371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0004735891,0.001038408,0.0009328764,0.008392837,0.006165566,0.001897985,0.5208927,0.003293582,0.4569124],"genre_scores_gemma":[0.006509959,0.001978904,0.002669987,0.0133336,0.004367968,0.00478163,0.3067299,0.00380396,0.6558241],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09051102,"threshold_uncertainty_score":0.129103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08880913122131831,"score_gpt":0.3864774216954042,"score_spread":0.2976682904740858,"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."}}