{"id":"W7111055789","doi":"10.1371/journal.pone.0332430.s001","title":"Screen Visit/ Onset Information 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; Scalability","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":[0.0006968546,0.0009829412,0.001241892,0.002072234,0.001058767,0.002569265,0.001374748,0.002657122,0.8771567],"category_scores_gemma":[0.005900093,0.0005656171,0.0005771613,0.001598825,0.0001912596,0.002229022,0.002057304,0.001515917,0.6767891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044953,"about_ca_system_score_gemma":0.0008920697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008839197,"about_ca_topic_score_gemma":0.01206277,"domain_scores_codex":[0.9995387,0.00008004616,0.00006909702,0.00009661563,0.0001075569,0.0001080192],"domain_scores_gemma":[0.9972428,0.0006899718,0.000231517,0.0001979888,0.001013847,0.0006239463],"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":[0.00009458025,0.00003010678,0.0003303433,0.0002719194,0.000002404147,0.00004803142,0.0000182473,0.00001722083,0.00003486249,0.0002825304,0.9843087,0.01456106],"study_design_scores_gemma":[0.0003518593,0.00006507352,0.004397849,0.0006318685,0.000007567057,0.0001721015,0.00009196575,0.0002010183,0.0001557032,0.001679648,0.9922103,0.00003504723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.000999581,0.000432763,0.0005726384,0.003096097,0.0006707491,0.001053177,0.7648673,0.005852247,0.2224555],"genre_scores_gemma":[0.01677769,0.001464418,0.003267463,0.01182033,0.001511997,0.003718026,0.4415304,0.005473771,0.5144359],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1228433,"threshold_uncertainty_score":0.1752209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737349338447749,"score_gpt":0.3241707068375402,"score_spread":0.2867972134530627,"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."}}