{"id":"W4404196623","doi":"10.1080/21678421.2024.2423718","title":"How the prospect of a clinical trial impacts decision-making for predictive genetic testing in ALS","year":2024,"lang":"en","type":"article","venue":"Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Management science; Economics","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":[0.06894812,0.0003331206,0.0003242274,0.00110198,0.005933634,0.009717613,0.001608475,0.003317543,0.005566833],"category_scores_gemma":[0.1456576,0.0005045333,0.0008072401,0.0005767808,0.01382895,0.006227359,0.006117572,0.005224099,0.0004977389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005510926,"about_ca_system_score_gemma":0.01214478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003890869,"about_ca_topic_score_gemma":0.005061773,"domain_scores_codex":[0.8755619,0.1131716,0.001754383,0.001691235,0.004676267,0.003144702],"domain_scores_gemma":[0.8113031,0.1623121,0.01077185,0.00213452,0.005279299,0.008199228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007989864,0.0006721817,0.07385676,0.0007979599,0.0002105146,0.003564381,0.8013747,0.001569236,0.001649455,0.03327947,0.007196058,0.07503043],"study_design_scores_gemma":[0.0001814478,0.0007207348,0.03031559,0.001872968,0.0002025433,0.002184022,0.8457284,0.002544879,0.001344935,0.05545954,0.05922552,0.0002194142],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8740262,0.002397512,0.009769658,0.07972461,0.0003322632,0.0002092836,0.0001107231,0.000042247,0.03338735],"genre_scores_gemma":[0.9941181,0.000689508,0.001688588,0.002777528,0.00004641672,0.00005999401,0.00002155231,0.0000124076,0.0005857945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06894812,"threshold_uncertainty_score":0.3646368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371693077969429,"score_gpt":0.3804936745857366,"score_spread":0.2433243667887937,"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."}}