{"id":"W2138655711","doi":"10.3978/j.issn.2072-1439.2011.01.01","title":"Delays in the diagnosis of lung cancer.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre","funders":"","keywords":"Medicine; Lung cancer; Referral; Stage (stratigraphy); Cancer; Cohort; Prospective cohort study; Internal medicine; Surgery; Pediatrics; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002941289,0.00004661386,0.0001126941,0.00003598175,0.00001351023,0.000002584245,0.000107221,0.00002846856,0.00008145766],"category_scores_gemma":[0.00008057727,0.00003008844,0.00003823798,0.0001916587,0.00003176641,0.00004673142,0.00001537396,0.00008021045,0.000001173909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004273755,"about_ca_system_score_gemma":0.00002404651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003417905,"about_ca_topic_score_gemma":0.0005222326,"domain_scores_codex":[0.9994196,0.00002057624,0.0001298393,0.00008498658,0.0001622428,0.000182696],"domain_scores_gemma":[0.99971,0.00003320397,0.00003931272,0.0001449125,0.00003109266,0.00004148068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006127268,0.00003249627,0.9497518,0.00002173072,0.00001443269,0.00002157366,0.0009189268,0.000001102258,0.000001634184,0.0002062821,0.002682255,0.04628649],"study_design_scores_gemma":[0.0002918127,0.00001850329,0.9975432,0.00003513593,0.00004525648,0.000006668394,0.0002238898,0.00001643554,0.0007952375,0.00007081469,0.0009200694,0.00003304925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970391,0.001894678,0.000009929655,0.000723874,0.00007688224,0.0004694742,0.000003725875,0.000008929326,0.02642146],"genre_scores_gemma":[0.9967041,0.0002472017,0.00005956208,0.0009534487,0.00005529113,0.00192821,8.157857e-7,0.000003838808,0.00004751771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04779133,"threshold_uncertainty_score":0.5166872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1654970051871992,"score_gpt":0.3286035860371416,"score_spread":0.1631065808499425,"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."}}