{"id":"W7111005155","doi":"10.1371/journal.pone.0332430.s006","title":"Vital Capacity 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; Independent living; Capacity building; Protocol (science); Clinical trial","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":[0.00156514,0.0008408782,0.0008991178,0.001882777,0.001214673,0.004012909,0.00206657,0.002533836,0.833181],"category_scores_gemma":[0.01674455,0.000523444,0.0005797642,0.002282196,0.0004153025,0.003233319,0.002929875,0.002445102,0.6804915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283522,"about_ca_system_score_gemma":0.002648079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006230609,"about_ca_topic_score_gemma":0.005295288,"domain_scores_codex":[0.9986975,0.0003157686,0.0001824726,0.0002065607,0.0003751528,0.0002225956],"domain_scores_gemma":[0.9940712,0.001748951,0.000428451,0.0005077061,0.002246117,0.0009975274],"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":[0.00009616557,0.00002507792,0.0004261362,0.000185972,0.000003505113,0.00004274078,0.00004433941,0.00005062126,0.00002984519,0.002498768,0.958796,0.03780087],"study_design_scores_gemma":[0.00007729837,0.0000324328,0.001422976,0.0003886469,0.000003650465,0.0001170743,0.0000722576,0.0001301865,0.00007695685,0.003503327,0.9941565,0.0000187569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001140914,0.0008845977,0.002053463,0.008089132,0.001730589,0.0008543011,0.3112224,0.008058314,0.6659663],"genre_scores_gemma":[0.02243521,0.002346076,0.005190907,0.01302703,0.001658926,0.002945457,0.2329073,0.006411284,0.7130777],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.833181,"threshold_uncertainty_score":0.2379469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07775352390062851,"score_gpt":0.331223714685739,"score_spread":0.2534701907851105,"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."}}