{"id":"W2120253756","doi":"10.1080/146608202320374408","title":"Biochemical markers: Summary","year":2002,"lang":"en","type":"article","venue":"Amyotrophic Lateral Sclerosis and Other Motor Neuron Disorders","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computational biology; Biology","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":[0.000986401,0.001321585,0.0008320739,0.002161724,0.0002724394,0.00123324,0.0006559389,0.0009412025,0.01154914],"category_scores_gemma":[0.0009981366,0.0002741157,0.0005901462,0.001494167,0.000241622,0.0006207263,0.0005565032,0.0008705818,0.01664482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005759751,"about_ca_system_score_gemma":0.0009982801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001381144,"about_ca_topic_score_gemma":0.001245067,"domain_scores_codex":[0.9995623,0.00009599722,0.00008535393,0.00008459599,0.0001224115,0.00004940138],"domain_scores_gemma":[0.9996228,0.00006177507,0.00005135488,0.00003675029,0.0001761492,0.00005112433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001760193,0.0004157729,0.008930514,0.005853063,0.0005170017,0.00141251,0.00008788471,0.0009284622,0.01949859,0.004931945,0.1956161,0.7600481],"study_design_scores_gemma":[0.0001100222,0.0006219658,0.01346968,0.001092497,0.0004402502,0.003295712,0.00006444465,0.0003207283,0.0303431,0.003876839,0.9463118,0.00005310813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01203616,0.8140947,0.0538838,0.02491104,0.008106392,0.0005066374,0.0200562,0.00181036,0.06459472],"genre_scores_gemma":[0.09694838,0.6507452,0.03197323,0.01134451,0.01505488,0.0009199404,0.04236956,0.0003741684,0.1502701],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01154914,"threshold_uncertainty_score":0.03863573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318411473160668,"score_gpt":0.2447486173365268,"score_spread":0.21290747002046,"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."}}