{"id":"W4384068081","doi":"10.1002/lpor.202300443","title":"Fast 3D Optoacoustic Mesoscopy of Neuromelanin Through Entire Human Midbrain Organoids at Single‐Cell Resolution","year":2023,"lang":"en","type":"article","venue":"Laser & Photonics Review","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Medical Research Council; H2020 European Research Council; Canada First Research Excellence Fund; European Commission; Canadian Institutes of Health Research; Parkinson Canada; Medical Research Council Canada; McGill University","keywords":"Neuromelanin; Substantia nigra; Organoid; Neuroscience; Computer science; Pathology; Biomedical engineering; Biology; Medicine; Dopaminergic","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002228581,0.0002749352,0.0001644408,0.0003268808,0.0001027444,0.0002757609,0.0001671697,0.0003728361,0.0006363489],"category_scores_gemma":[0.0001301175,0.0001557055,0.000238627,0.0002003507,0.0002625666,0.0002188217,0.0002644619,0.0003352699,0.0002412326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002391721,"about_ca_system_score_gemma":0.0001798786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000986885,"about_ca_topic_score_gemma":0.001357553,"domain_scores_codex":[0.9999143,0.000009761508,0.000004154679,0.00002674841,0.00003335503,0.0000117053],"domain_scores_gemma":[0.9999052,0.00003571689,0.00001443476,0.00001715895,0.00002039533,0.00000712505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001217505,0.000003736198,0.0001314178,0.00006310747,0.000004313061,0.00008834872,0.00002708393,0.0004398087,0.9921349,0.0002631889,0.0001140286,0.006717987],"study_design_scores_gemma":[0.000006985324,0.00009842947,0.00423334,0.00002419781,0.0000190524,0.0007794046,0.00009098143,0.006934777,0.9758288,0.0004700575,0.01149447,0.00001939844],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7200499,0.03206504,0.234135,0.0005253492,0.0002550811,0.0001223183,0.000735782,0.0007981082,0.01131348],"genre_scores_gemma":[0.845975,0.01360252,0.1348687,0.0001462546,0.00005277296,0.0001026656,0.0003533427,0.00007698855,0.004821753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000986885,"threshold_uncertainty_score":0.00212878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016816355556729,"score_gpt":0.2478424042578482,"score_spread":0.2310260487011192,"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."}}