{"id":"W4403934299","doi":"10.1101/2024.10.29.620938","title":"A Protocol for Neuralized Murine Olfactory Organoids","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Organoid; Protocol (science); Olfactory system; Computer science; Biology; Cell biology; Neuroscience; Medicine","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":[0.001661382,0.001600202,0.000830659,0.002313856,0.001511278,0.0007924553,0.001906366,0.001531355,0.01589281],"category_scores_gemma":[0.0006596699,0.001248598,0.002011548,0.0007853523,0.0008393,0.0006308537,0.001319728,0.003369572,0.01254448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006475772,"about_ca_system_score_gemma":0.0008712457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337526,"about_ca_topic_score_gemma":0.004080192,"domain_scores_codex":[0.9982571,0.0002367167,0.0002967844,0.000513661,0.0004153537,0.0002804477],"domain_scores_gemma":[0.9989126,0.000213621,0.0001269629,0.0003650759,0.0002076905,0.0001740913],"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":[0.0002689482,0.0002554532,0.0003175951,0.0004538853,0.00003775467,0.000806913,0.0003311919,0.0007904909,0.9759377,0.004711899,0.003396359,0.01269168],"study_design_scores_gemma":[0.0001688187,0.000928868,0.004181623,0.0004068564,0.0001320631,0.001431979,0.0001290914,0.003802035,0.7590153,0.001267978,0.2284125,0.000122746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.06856229,0.005552008,0.8240006,0.0006901996,0.002156481,0.01952325,0.02531105,0.005867278,0.04833682],"genre_scores_gemma":[0.1738801,0.005910412,0.6791365,0.0008568847,0.0002113175,0.04824543,0.03322568,0.00214971,0.05638409],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01589281,"threshold_uncertainty_score":0.05316675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332330509576655,"score_gpt":0.2962504831511619,"score_spread":0.1630174321934963,"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."}}