{"id":"W4407625846","doi":"10.1001/jama.2025.0100","title":"Platform Trials in ALS","year":2025,"lang":"nl","type":"article","venue":"JAMA","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01468693,0.001320483,0.003255999,0.0007198969,0.0006571233,0.003028213,0.0008869105,0.002762428,0.02617042],"category_scores_gemma":[0.02760425,0.0004855401,0.002806035,0.001130296,0.001060853,0.002624737,0.001742664,0.004265919,0.004146539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001797181,"about_ca_system_score_gemma":0.003514017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001401037,"about_ca_topic_score_gemma":0.00337035,"domain_scores_codex":[0.9873318,0.01054545,0.0006016484,0.0005743132,0.0004481943,0.0004985051],"domain_scores_gemma":[0.9860924,0.007156887,0.002878319,0.001039638,0.0009326652,0.001900081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4203375,0.001077657,0.00273384,0.02155388,0.01318145,0.0002655404,0.0003029135,0.001655822,0.001415303,0.01407963,0.2132949,0.3101015],"study_design_scores_gemma":[0.6377403,0.0344495,0.009903871,0.01805893,0.01158778,0.0003835132,0.0003343484,0.0009284925,0.0008739102,0.0309,0.2546977,0.0001417077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1207748,0.6092154,0.004496907,0.1053904,0.0256983,0.005985809,0.02408323,0.0007800221,0.1035751],"genre_scores_gemma":[0.6977436,0.1720693,0.008354918,0.05878103,0.01055912,0.01352782,0.009479131,0.0003442022,0.0291409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02617042,"threshold_uncertainty_score":0.08754879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09888033072219551,"score_gpt":0.4007417798868356,"score_spread":0.3018614491646401,"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."}}