{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003789662,0.0003573496,0.0006475074,0.00009239598,0.0001463636,0.00002803904,0.0003557413,0.0001093996,0.0005650516],"category_scores_gemma":[0.000076758,0.000361174,0.0001853558,0.0009113914,0.00008037729,0.0001558032,0.0001341212,0.0003136357,0.0003029865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254995,"about_ca_system_score_gemma":0.00004437683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000267502,"about_ca_topic_score_gemma":0.00001378985,"domain_scores_codex":[0.9978706,0.00008188214,0.0006677849,0.0003926572,0.000386015,0.0006010135],"domain_scores_gemma":[0.9989182,0.0001285293,0.0001426256,0.0006342034,0.00006818314,0.000108288],"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":[0.00001146393,0.0001746059,0.0001441341,0.02030146,0.0001233703,0.000124073,0.0007682734,0.01130997,0.906238,0.0001014053,0.05944213,0.001261106],"study_design_scores_gemma":[0.00215656,0.0003376409,0.0004495805,0.01441369,0.001340399,0.0001472632,0.0002669039,0.2320527,0.5013201,0.000280622,0.2450654,0.002169063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7991144,0.1415239,0.005653287,0.0003406302,0.001884679,0.002775364,0.0004872465,0.002584887,0.0456356],"genre_scores_gemma":[0.8910454,0.1002647,0.003354902,0.0008538022,0.00009322959,0.0001392905,0.0004654007,0.0003071272,0.003476164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4049179,"threshold_uncertainty_score":0.999884,"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."}}