{"id":"W4236278089","doi":"10.3410/f.13414965.14789063","title":"Faculty Opinions recommendation of Scale: a chemical approach for fluorescence imaging and reconstruction of transparent mouse brain.","year":2011,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Connectomics; Fluorescence; Hippocampal formation; Dentate gyrus; Connectome; Neuroscience; Microscopy; Optical imaging; Confocal microscopy; Scale (ratio); Fluorescence-lifetime imaging microscopy; Biology; Chemistry; Pathology; Optics; Cell biology; Medicine; Physics; Functional connectivity","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006549534,0.0003763069,0.0006453986,0.000154147,0.0000915819,0.00002716078,0.000837354,0.0005303775,0.00001903478],"category_scores_gemma":[0.002010852,0.0002772735,0.0003578457,0.0004589099,0.0006889205,0.00004087712,0.000263243,0.0004059211,3.863291e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003509622,"about_ca_system_score_gemma":0.0002084648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001810201,"about_ca_topic_score_gemma":0.00000124368,"domain_scores_codex":[0.9974297,0.0001578718,0.001105914,0.0006579331,0.0004003341,0.0002482851],"domain_scores_gemma":[0.9951651,0.00003500378,0.001096976,0.0008896599,0.002669247,0.0001440681],"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":[0.00004634268,0.0002225479,0.00001333789,0.005789232,0.00005687798,1.59272e-8,0.00004772412,4.156924e-8,0.00833487,0.00002736873,0.9789948,0.006466781],"study_design_scores_gemma":[0.0004684722,0.0001277122,0.0001007582,0.003398392,0.0000930638,0.00003968194,0.00002913149,0.00001772766,0.04246266,0.00001828359,0.9529819,0.000262252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000004458915,0.001015939,0.007114924,0.009928241,0.0001658894,0.001457912,0.9802862,0.00001678001,0.000009676745],"genre_scores_gemma":[0.0000185507,0.0005972231,0.05037684,0.0005177756,0.0001038536,0.0002755494,0.9480138,0.00002416019,0.00007219984],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04326191,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449015674529885,"score_gpt":0.3387318003675258,"score_spread":0.3142416436222269,"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."}}