{"id":"W4389005263","doi":"10.1101/2023.11.25.568594","title":"Formation of recurring transient Ca <sup>2+</sup> -based intercellular communities during <i>Drosophila</i> hematopoiesis","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Council for Higher Education; Canadian Institutes of Health Research; Rosetrees Trust","keywords":"Multicellular organism; Biology; Cell biology; Haematopoiesis; Cell signaling; Cell; Neuroscience; Stem cell; Signal transduction; Genetics","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":[0.00008668602,0.00008379859,0.0001304004,0.0001450771,0.0002108008,0.0004326238,0.0001960048,0.0001785045,0.0004835819],"category_scores_gemma":[0.0001399101,0.0001358229,0.00009756894,0.00008617658,0.0002653894,0.0002127693,0.0002413016,0.0003196333,0.00009495101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003491191,"about_ca_system_score_gemma":0.000134362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006967992,"about_ca_topic_score_gemma":0.0009846448,"domain_scores_codex":[0.999944,0.000004753666,0.000003191758,0.00001551948,0.00001654563,0.00001600946],"domain_scores_gemma":[0.9998963,0.0000147347,0.00003378122,0.00001071853,0.0000171651,0.00002731656],"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":[0.0000537423,0.00000813806,0.002818591,0.00002365488,0.000005604366,0.0001205453,0.00009777102,0.001088548,0.9926289,0.0008015648,0.0001349276,0.002218045],"study_design_scores_gemma":[0.00003997771,0.0001952615,0.1539913,0.00002229003,0.00003042632,0.0006194748,0.0006489035,0.06903195,0.7692756,0.002102286,0.004006332,0.00003618045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951496,0.00008934373,0.003838701,0.00002934975,0.00000358105,0.000007729537,0.00004705933,0.00006460004,0.0007700938],"genre_scores_gemma":[0.9987398,0.00002183099,0.000993698,0.0000110556,0.000001854753,0.000006495387,0.00002438479,0.000004958131,0.0001960228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006967992,"threshold_uncertainty_score":0.002533078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03940111372466853,"score_gpt":0.2494246170196159,"score_spread":0.2100235032949473,"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."}}