{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001601813,0.001899921,0.001600767,0.001870955,0.0007646931,0.002303731,0.002378773,0.003070139,0.0523808],"category_scores_gemma":[0.009631368,0.0005050607,0.002303287,0.002569398,0.0003374358,0.001107952,0.001433325,0.001533083,0.04794732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138761,"about_ca_system_score_gemma":0.002774212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02447366,"about_ca_topic_score_gemma":0.06263595,"domain_scores_codex":[0.9989191,0.0001988883,0.0001256975,0.0003372678,0.0002596346,0.0001593694],"domain_scores_gemma":[0.9971499,0.000961305,0.0003901176,0.0005166634,0.000636711,0.0003454206],"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":[0.000413051,0.00005517303,0.002806699,0.001536062,0.0001617986,0.00003326653,0.00001319234,0.0003158668,0.0002472464,0.0002401812,0.9883593,0.005818176],"study_design_scores_gemma":[0.002300171,0.0001679186,0.02462706,0.001524696,0.0006179197,0.0002859561,0.0001025705,0.002318281,0.001524179,0.002891116,0.9635502,0.00008993718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005194431,0.000339487,0.00007144036,0.0002288137,0.00005940155,0.00001924578,0.9976448,0.0002280867,0.0008891838],"genre_scores_gemma":[0.001599712,0.0002243204,0.0003683155,0.0001907226,0.00002109504,0.00009051383,0.9962489,0.00004641885,0.001210031],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0523808,"threshold_uncertainty_score":0.1752312,"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."}}