{"id":"W2210718864","doi":"10.1378/chest.2272480","title":"Finding Room to Breathe Within Narrow Margins","year":2015,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Lung cancer; Crackles; Mediastinal lymphadenopathy; Bronchoalveolar lavage; Lymphoma; Bendamustine; Radiology; Rituximab; Lung; 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":[0.0004613411,0.0006460411,0.0005348707,0.002031327,0.001128348,0.001400051,0.0008069871,0.002481183,0.009265847],"category_scores_gemma":[0.00464148,0.0004103933,0.0005431242,0.0005567043,0.00120285,0.002958772,0.001012024,0.003026443,0.0023719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006812,"about_ca_system_score_gemma":0.0006894739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001803171,"about_ca_topic_score_gemma":0.003100961,"domain_scores_codex":[0.9994758,0.00007154288,0.00004862681,0.00008339311,0.0001344046,0.0001862468],"domain_scores_gemma":[0.9984508,0.0003699575,0.000340197,0.0001133477,0.0002097425,0.0005160755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007125672,0.0002704128,0.1839099,0.0003083435,0.00008032498,0.7106133,0.0009836565,0.0003481238,0.01927026,0.00165697,0.01685764,0.06498856],"study_design_scores_gemma":[0.00007517835,0.0008155355,0.06293538,0.0005346357,0.0001847778,0.8829812,0.00496411,0.001298671,0.009235987,0.003673834,0.03322388,0.00007692615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8167219,0.03646242,0.01311727,0.03243614,0.003503563,0.0004130147,0.0005558654,0.0008204959,0.09596944],"genre_scores_gemma":[0.9771686,0.004055727,0.004989869,0.005500442,0.001792033,0.0000289008,0.0001915123,0.00007478004,0.00619823],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009265847,"threshold_uncertainty_score":0.03099734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06860546088281193,"score_gpt":0.3127677825986632,"score_spread":0.2441623217158513,"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."}}