{"id":"W1968191372","doi":"10.1159/000327632","title":"Fixation Techniques for Fine Needle Aspiration Biopsy Smears Prepared Off Site","year":2001,"lang":"en","type":"article","venue":"Acta Cytologica","topic":"Cancer and biochemical research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Fixation (population genetics); Medicine; Biopsy; Surgery; Nuclear medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001293443,0.0001061656,0.0001066874,0.00003410143,0.00007732192,0.0000260268,0.0001460954,0.0001991614,0.00007140558],"category_scores_gemma":[0.0003194332,0.00008787618,0.00008032461,0.0001134132,0.00005626952,0.000005466875,0.00007619792,0.0000589164,0.000006163823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002206205,"about_ca_system_score_gemma":0.00004227289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002297551,"about_ca_topic_score_gemma":0.00004376199,"domain_scores_codex":[0.9991789,0.00002372709,0.0001509335,0.0003056644,0.0001080223,0.000232712],"domain_scores_gemma":[0.9994993,0.00002296586,0.0000581491,0.0002347479,0.0001278782,0.00005700086],"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":[0.000378938,0.00004897274,0.0009680231,0.000008307137,0.00001170857,0.000001275478,0.0000108329,7.376273e-7,0.9518325,0.00001607933,0.008443406,0.03827921],"study_design_scores_gemma":[0.0002863682,0.0006750496,0.002391133,0.000006292787,0.000008166703,0.00001822316,0.00001171009,0.00007036191,0.7725874,0.0001552571,0.2236549,0.0001350924],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940745,0.0002354439,0.001509572,0.0007459965,0.00003793222,0.0004320576,0.00005049589,0.00004529434,0.002868716],"genre_scores_gemma":[0.9959421,0.0002067085,0.001555181,0.0002443795,0.0002351452,0.0001547873,0.0007474196,0.00001061652,0.000903625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2152115,"threshold_uncertainty_score":0.3583486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491944453637102,"score_gpt":0.3171508712285677,"score_spread":0.2922314266921967,"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."}}