{"id":"W4385727535","doi":"10.17504/protocols.io.rm7vzxbz4gx1/v1","title":"ChAT Immunofluorescent Staining v1","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Choline acetyltransferase; Staining; Spinal cord; Pathology; Molecular biology; Chemistry; Biology; Medicine; Cholinergic; Neuroscience","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":[0.001506048,0.003611748,0.002472319,0.00399748,0.002937487,0.001880111,0.002586057,0.002659281,0.0895569],"category_scores_gemma":[0.0008974347,0.00201678,0.002667288,0.001648617,0.001312923,0.001511965,0.001557274,0.004761835,0.05206781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532997,"about_ca_system_score_gemma":0.001529114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002656213,"about_ca_topic_score_gemma":0.004222804,"domain_scores_codex":[0.9970849,0.0002120602,0.0001930477,0.001126049,0.0006838986,0.0006999666],"domain_scores_gemma":[0.9988173,0.0001714718,0.00007399572,0.0003596024,0.0003523872,0.0002252754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002731677,0.0001192196,0.0001981411,0.0006958023,0.00005690097,0.000314835,0.0001940669,0.0001794605,0.9745799,0.004495694,0.006530548,0.01236226],"study_design_scores_gemma":[0.0001835441,0.0004899814,0.003421227,0.0004381008,0.0001921606,0.002726997,0.0001201489,0.002383309,0.7504299,0.002384458,0.2370976,0.000132655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.1318739,0.01450887,0.5751719,0.001273272,0.003187418,0.005279933,0.03840411,0.03833189,0.1919687],"genre_scores_gemma":[0.1428578,0.01258344,0.3548094,0.001245557,0.0007918079,0.01576589,0.0877046,0.02052413,0.3637174],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0895569,"threshold_uncertainty_score":0.2995977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1271509740705408,"score_gpt":0.4003861319382475,"score_spread":0.2732351578677067,"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."}}