{"id":"W1803186607","doi":"10.2196/resprot.4840","title":"Designing an Internationally Accessible Web-Based Questionnaire to Discover Risk Factors for Amyotrophic Lateral Sclerosis: A Case-Control Study","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amyotrophic lateral sclerosis; Epidemiology; Computer-assisted web interviewing; Questionnaire; Disease; Medicine; Family medicine; Psychology; Medical education; Pathology; Marketing; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007566065,0.0006778861,0.001106507,0.003376125,0.001384222,0.001020822,0.0007924991,0.001413043,0.004529143],"category_scores_gemma":[0.009827363,0.000660962,0.00102731,0.002202864,0.000850389,0.001557475,0.001201921,0.0008946135,0.001021821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009280068,"about_ca_system_score_gemma":0.001034204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003705594,"about_ca_topic_score_gemma":0.002836307,"domain_scores_codex":[0.9957018,0.001869959,0.0006627068,0.000697004,0.0007188903,0.0003495497],"domain_scores_gemma":[0.9946389,0.001987575,0.0009902216,0.0004596396,0.001289009,0.0006348061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0006972589,0.005644771,0.9691576,0.0003689903,0.0001176067,0.00158155,0.00543211,0.0001109834,0.001367718,0.0001427881,0.001150793,0.01422778],"study_design_scores_gemma":[0.0006527881,0.01011144,0.9705894,0.0002898152,0.0002722895,0.002328816,0.009512533,0.001013788,0.0005630635,0.0001663742,0.004422868,0.00007682461],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.990943,0.0003992892,0.002271237,0.000185884,0.00005524318,0.004356676,0.0004361521,0.00001482397,0.00133756],"genre_scores_gemma":[0.979113,0.0007214281,0.006658663,0.0007282525,0.0001106227,0.009704808,0.001340238,0.00001541688,0.001607512],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.007566065,"threshold_uncertainty_score":0.04001367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3283584663549081,"score_gpt":0.5221393274728946,"score_spread":0.1937808611179865,"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."}}