{"id":"W4311045421","doi":"10.3390/cells11233854","title":"HyClear: A Novel Tissue Clearing Solution for One-Step Clearing of Microtissues","year":2022,"lang":"en","type":"article","venue":"Cells","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Mitacs","keywords":"Clearing; Organoid; Spheroid; Computer science; Biophysics; Biomedical engineering; Cell biology; Chemistry; Biology; In vitro; Medicine; Biochemistry","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":[0.0008658881,0.0008398763,0.0005263905,0.001032742,0.0004754904,0.0005724295,0.0007513443,0.0009596079,0.001853132],"category_scores_gemma":[0.0006721632,0.0004762348,0.0004324204,0.0003822085,0.0005582136,0.0008071301,0.0005631461,0.001403085,0.001135071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003252042,"about_ca_system_score_gemma":0.0005858495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004825656,"about_ca_topic_score_gemma":0.0009284543,"domain_scores_codex":[0.9993235,0.00008643442,0.00006360559,0.0001577933,0.000300151,0.00006850912],"domain_scores_gemma":[0.9995368,0.0001313217,0.0001311804,0.00005265068,0.00009622244,0.00005187155],"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":[0.00001741371,0.00002253359,0.00004493532,0.0001711344,0.000006089662,0.0001268342,0.00004829295,0.0001678669,0.9873143,0.000391252,0.0005176983,0.01117165],"study_design_scores_gemma":[0.00001437658,0.000115396,0.0003675012,0.00002826456,0.0000163032,0.0009659808,0.00002068755,0.001576499,0.9742914,0.0001102139,0.02246399,0.00002949849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1972758,0.02023337,0.7656699,0.001265977,0.0007194126,0.001378213,0.000871664,0.004702516,0.007883086],"genre_scores_gemma":[0.2321629,0.01218287,0.7409274,0.0008033302,0.0001936386,0.001302331,0.001546158,0.0008881771,0.009993256],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001853132,"threshold_uncertainty_score":0.00619936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03420622225463531,"score_gpt":0.2736391666084018,"score_spread":0.2394329443537664,"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."}}