{"id":"W7018256668","doi":"","title":"Detection and quantification of stem cells in human salivary glands","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Stem cell; Salivary gland; Cell culture; Amniotic stem cells; Epithelium","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004737804,0.0004323862,0.0006800076,0.0008263859,0.0002998523,0.00003682502,0.0001177718,0.0006623283,0.00009625144],"category_scores_gemma":[0.00004641277,0.0004231596,0.0002144444,0.0006745229,0.00004608942,0.0002242516,0.00003779333,0.0009669648,0.00005525212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002005127,"about_ca_system_score_gemma":0.00004279258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007256702,"about_ca_topic_score_gemma":0.002217449,"domain_scores_codex":[0.9975208,0.000120416,0.0008509742,0.0007713384,0.0004234934,0.0003129679],"domain_scores_gemma":[0.9987609,0.0001025893,0.0003012464,0.000475453,0.0001901429,0.0001696922],"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":[0.001025677,0.0006001611,0.00121251,0.003513893,0.0003085651,0.00008532316,0.00006376641,0.00001634098,0.8667657,0.01643486,0.00001656751,0.1099566],"study_design_scores_gemma":[0.006698602,0.002050892,0.07835145,0.004508984,0.002414782,0.0001746319,0.004605142,0.0003442126,0.8480229,0.02127945,0.02948594,0.002063017],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691229,0.001195795,6.552721e-7,0.0000113892,0.001130253,0.0006770185,0.0003383262,0.0001401714,0.02738348],"genre_scores_gemma":[0.9918763,0.0004989185,0.00004394513,0.00004616696,0.00004797018,0.00009460331,0.0009024775,0.0001177539,0.006371858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1078936,"threshold_uncertainty_score":0.999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152078387269234,"score_gpt":0.2619820382671446,"score_spread":0.2404612543944523,"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."}}