{"id":"W4249814474","doi":"10.3410/f.737143001.793573550","title":"Faculty Opinions recommendation of Targeted Complement Inhibition at Synapses Prevents Microglial Synaptic Engulfment and Synapse Loss in Demyelinating Disease.","year":2020,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Synapse; Neuroscience; Complement (music); Microglia; Chemistry; Psychology; Biology; Immunology; Biochemistry; Inflammation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008820335,0.0004658221,0.0006537659,0.0004033612,0.0003695269,0.0001181637,0.000699427,0.000246941,0.0002684386],"category_scores_gemma":[0.0132466,0.0003507902,0.0002749903,0.00188614,0.0005034531,0.0003831948,0.0006885774,0.0007178198,0.00003678231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446513,"about_ca_system_score_gemma":0.0004188272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000180247,"about_ca_topic_score_gemma":0.000005778702,"domain_scores_codex":[0.9947383,0.001006189,0.001536386,0.001035178,0.001318504,0.0003654129],"domain_scores_gemma":[0.9958781,0.0002977535,0.001475383,0.000586813,0.001387076,0.0003749024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000420728,0.0005686554,0.00004050036,0.003884032,0.00002162614,0.000001441809,0.0001372887,2.46205e-7,0.000449421,0.0001430181,0.9940987,0.000612968],"study_design_scores_gemma":[0.0007796349,0.0001631794,0.00434912,0.006090372,0.0001041003,0.00003357745,0.00004092754,0.00004011763,0.001140254,0.00003876766,0.9869142,0.0003058021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001747462,0.0002471869,0.00002628837,0.09709494,0.0007880591,0.001892498,0.8997373,0.00003062038,0.000008392766],"genre_scores_gemma":[0.002227894,0.0004357208,0.00009701646,0.007052717,0.0001442628,0.0003742031,0.9894387,0.0000205651,0.0002089065],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09004222,"threshold_uncertainty_score":0.9998944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04252573228857788,"score_gpt":0.34618719775343,"score_spread":0.3036614654648521,"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."}}