{"id":"W7111370469","doi":"10.1371/journal.pone.0332430.s007","title":"Neurological 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; Activities of daily living; Protocol (science); 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":[0.00096368,0.0008872726,0.0009672269,0.001266048,0.0009775702,0.003337258,0.001880934,0.002001735,0.8497954],"category_scores_gemma":[0.00548921,0.0004048198,0.0005229451,0.001331222,0.0002673133,0.002083014,0.002368492,0.001913488,0.7246757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138743,"about_ca_system_score_gemma":0.001928741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006923967,"about_ca_topic_score_gemma":0.01039119,"domain_scores_codex":[0.9993882,0.0001345488,0.00008001397,0.0001061304,0.0001941676,0.00009678127],"domain_scores_gemma":[0.9982858,0.0002743023,0.00009700865,0.0001762944,0.0008099933,0.0003566303],"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":[0.0001078836,0.00002747391,0.0002205143,0.0001398235,0.000003800278,0.00007383655,0.00002760218,0.00002201299,0.00004494912,0.0009526908,0.9619254,0.036454],"study_design_scores_gemma":[0.00006832624,0.00002842305,0.0009241878,0.0002168444,0.000003175122,0.0001416997,0.00004866914,0.00006004245,0.00007110221,0.001449489,0.996978,0.000009946686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.001172935,0.001210525,0.001191529,0.005498599,0.001553575,0.0007374068,0.2061327,0.005150372,0.7773524],"genre_scores_gemma":[0.009714246,0.002211068,0.002808466,0.006152185,0.0009071701,0.001102948,0.1575553,0.003242516,0.816306],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8497954,"threshold_uncertainty_score":0.2142487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181762405947924,"score_gpt":0.413656100459858,"score_spread":0.2954798598650656,"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."}}