{"id":"W4282929611","doi":"10.1002/mus.27660","title":"Gold Coast criteria expand clinical trial eligibility in amyotrophic lateral sclerosis","year":2022,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Amyotrophic lateral sclerosis; Medicine; Physical medicine and rehabilitation; Clinical trial; Gold coast; Internal medicine; Disease; Geography","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2907697,0.0008770587,0.003187037,0.004439755,0.001757329,0.00438024,0.003554082,0.003622742,0.006381732],"category_scores_gemma":[0.3791609,0.0008891505,0.003711757,0.003786152,0.002353713,0.005279032,0.007692207,0.003333097,0.002001707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001916169,"about_ca_system_score_gemma":0.006327089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002700056,"about_ca_topic_score_gemma":0.004751544,"domain_scores_codex":[0.6878986,0.225772,0.05256305,0.007886716,0.02144921,0.004430555],"domain_scores_gemma":[0.4868666,0.3305238,0.09202537,0.03027309,0.05210882,0.008202356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0295075,0.0006024739,0.4393502,0.01093122,0.00440304,0.0007009552,0.003548411,0.004671344,0.001934787,0.01910412,0.08983212,0.3954139],"study_design_scores_gemma":[0.02052302,0.007312727,0.6331205,0.02252026,0.002828451,0.002995241,0.001615765,0.02517289,0.004049822,0.05363536,0.2255641,0.0006617776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5091501,0.1057593,0.1453841,0.06785031,0.006077603,0.04841316,0.01369175,0.001600401,0.1020732],"genre_scores_gemma":[0.8385577,0.004628829,0.0995549,0.01771627,0.00157252,0.02969106,0.003931556,0.0005530686,0.003794012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2907697,"threshold_uncertainty_score":0.8746073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1503978860298135,"score_gpt":0.4131868494800521,"score_spread":0.2627889634502386,"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."}}