{"id":"W1974666757","doi":"10.1155/2012/610856","title":"Efficiency of Manual Scanning in Recovering Rare Cellular Events Identified by Fluorescence<i>In Situ</i>Hybridization: Simulation of the Detection of Fetal Cells in Maternal Blood","year":2012,"lang":"en","type":"article","venue":"Journal of Biomedicine and Biotechnology","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"In situ hybridization; Fluorescence in situ hybridization; In situ; Fetus; Fluorescence; Fish <Actinopterygii>; Biology; Pathology; Biomedical engineering; Medicine; Chemistry; Pregnancy; Genetics; Gene; Physics; Gene expression; Optics; Chromosome","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":[],"consensus_categories":[],"category_scores_codex":[0.0005024533,0.00007693808,0.000319095,0.000532874,0.00001150249,0.000001235138,0.0000899986,0.0001646082,0.000002695947],"category_scores_gemma":[0.0002271846,0.00005427092,0.00003881612,0.0005604659,0.0001222825,0.00007884969,0.00004993144,0.0002387474,9.617106e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002916234,"about_ca_system_score_gemma":0.00002526101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001322031,"about_ca_topic_score_gemma":0.00001495883,"domain_scores_codex":[0.9988526,0.00004118038,0.0006653189,0.00007787272,0.0002208792,0.0001422164],"domain_scores_gemma":[0.9992615,0.00007215203,0.0004845935,0.00009160151,0.00005613715,0.0000340352],"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":[0.0001509885,0.0001838656,0.167048,0.0001322124,0.00001215922,0.00001426656,0.0001280601,0.0001804817,0.8275779,0.000001817217,0.000002596674,0.004567631],"study_design_scores_gemma":[0.001950732,0.0004804441,0.1111533,0.001167574,0.00004813957,0.00007248201,0.0002609379,0.001030173,0.8837724,0.00001582883,0.000009265287,0.00003873471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962617,0.001512427,0.001749524,0.0001619701,0.0001840262,0.0001142292,0.000005262578,0.000002941323,0.000007892219],"genre_scores_gemma":[0.9994672,0.0002941919,0.0001799487,0.00000747489,0.00003914561,4.082707e-7,0.000002183489,0.000004660739,0.000004806604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05619451,"threshold_uncertainty_score":0.2213104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007286663731719684,"score_gpt":0.2404230873562055,"score_spread":0.2331364236244858,"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."}}