{"id":"W2053631231","doi":"10.1002/1097-0142(20010225)93:1<29::aid-cncr9004>3.0.co;2-v","title":"Fine-needle aspiration biopsy of bronchioloalveolar carcinoma","year":2001,"lang":"en","type":"article","venue":"Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Fine-needle aspiration; Biopsy; Cytopathology; Pathology; Carcinoma; Surgical pathology; Adenocarcinoma; Sampling (signal processing); Cytology; Cancer; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008043307,0.0002193941,0.0002588182,0.001018792,0.0003044725,0.0004559115,0.0003492569,0.0004737161,0.001000656],"category_scores_gemma":[0.003820652,0.000151393,0.0001342347,0.0002763765,0.0003228136,0.0002806979,0.0002361966,0.0002187961,0.0007111223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004353971,"about_ca_system_score_gemma":0.0004436782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002363766,"about_ca_topic_score_gemma":0.003403628,"domain_scores_codex":[0.999576,0.0000950989,0.00005860432,0.00006773454,0.0001477413,0.00005479888],"domain_scores_gemma":[0.9987056,0.0005629289,0.0002280307,0.00008709036,0.0002688509,0.0001474912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000501855,0.0000897996,0.8958185,0.0001430249,0.00005625972,0.0106939,0.0001844263,0.0003188057,0.04087889,0.00005184381,0.0005280862,0.05073464],"study_design_scores_gemma":[0.00007208446,0.0008224131,0.8101414,0.0001857319,0.0001100023,0.1504832,0.000508941,0.003506994,0.02665715,0.000193839,0.007289896,0.00002835698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887341,0.007327595,0.002254844,0.0001134532,0.00003067948,0.0000434075,0.0001431947,0.0000514088,0.001301314],"genre_scores_gemma":[0.9964004,0.00110691,0.001963086,0.0000981983,0.0000280762,0.000009814796,0.0001654911,0.000006285628,0.0002218441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002363766,"threshold_uncertainty_score":0.004699945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449468841413593,"score_gpt":0.3039475879722529,"score_spread":0.279452899558117,"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."}}