{"meta":{"query_hash":"56cb6fef0a64","filters":{"venue":"Essentials in cytopathology series"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/56cb6fef0a64","api":"https://metacan.xera.ac/api/v1/cohort?venue=Essentials+in+cytopathology+series"},"results":[{"id":"W2517430912","doi":"10.1007/978-3-319-30741-1_2","title":"Molecular Techniques and Methods Applied in Cytology","year":2016,"lang":"en","type":"book-chapter","venue":"Essentials in cytopathology series","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Cytology; Biorepository; Pathology; Clinical Practice; Molecular pathology; Medical physics; Computational biology; Medicine; Biology; Bioinformatics; Biobank; Genetics","score_opus":0.007500790832530585,"score_gpt":0.3018592480972389,"score_spread":0.29435845726470833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517430912","genre_codex":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024946108,0.3813555,0.28665292,0.0065461574,0.017589398,0.00050185336,0.0012508212,0.0021656582,0.30144325],"genre_scores_gemma":[0.009195991,0.3221036,0.13690843,0.0032732731,0.0035777069,0.00073389296,0.0013372586,0.0009809368,0.521889],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936134,0.000086193206,0.000054620898,0.000115213275,0.00034305782,0.000039593575],"domain_scores_gemma":[0.9995216,0.00020801144,0.000025799516,0.0000929725,0.00011862583,0.000032830776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010552045,0.0016927053,0.001112636,0.0030345875,0.001259516,0.0017512752,0.0018646083,0.0013048986,0.026239177],"category_scores_gemma":[0.0010795636,0.0011728018,0.0007232798,0.0027377387,0.0026278482,0.0035481602,0.0017185785,0.0059625492,0.032969546],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058380858,0.00010175386,0.00021441726,0.002625705,0.000019408326,0.00032413978,0.0006119403,0.00072088337,0.054883707,0.1296307,0.15902627,0.6517828],"study_design_scores_gemma":[0.000002878651,0.000022821847,0.0002102015,0.00031554172,0.000007466902,0.00037396394,0.000035122568,0.00016128548,0.007870707,0.021593263,0.9693909,0.000015698977],"about_ca_topic_score_codex":0.0008258531,"about_ca_topic_score_gemma":0.0011953624,"teacher_disagreement_score":0.026239177,"about_ca_system_score_codex":0.0012812798,"about_ca_system_score_gemma":0.001590492,"threshold_uncertainty_score":0.08777881},"labels":[],"label_agreement":null}]}