{"id":"W1998005130","doi":"10.1016/j.lungcan.2014.09.016","title":"Referral patterns in advanced non-small cell lung cancer: Impact on delivery of treatment and survival in a contemporary population based cohort","year":2014,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"BC Cancer Agency","keywords":"Medicine; Cohort; Referral; Oncology; Lung cancer; Population; Internal medicine; Cohort study; Cancer; Gerontology; Family medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005179264,0.0002294544,0.0004315266,0.0008124998,0.0008188155,0.001236336,0.0006344111,0.0008307556,0.002434449],"category_scores_gemma":[0.003137749,0.0003832553,0.0007045611,0.002126568,0.0004417786,0.001107238,0.0009527121,0.0009890245,0.0003562484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083355,"about_ca_system_score_gemma":0.0009841683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0359784,"about_ca_topic_score_gemma":0.03960358,"domain_scores_codex":[0.9992268,0.0001964299,0.00007330017,0.0002079221,0.0001006591,0.0001949364],"domain_scores_gemma":[0.9984629,0.0002416267,0.0006387039,0.00008756233,0.0001670467,0.0004022002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003884943,0.00003364014,0.9991621,0.000002072943,0.00002348886,0.00006890763,0.0001188337,0.0000229361,0.00005393025,0.0000158355,0.00007055033,0.0003888657],"study_design_scores_gemma":[0.000003277082,0.0000451778,0.9987267,0.000002963992,0.00001225802,0.0001517263,0.0008282533,0.0001266859,0.000009403571,0.00002623057,0.00006374718,0.000003659173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999294,0.0001169989,0.00003000381,0.0001400826,0.000004515109,0.000003287748,0.0002072246,0.000001945932,0.0002019008],"genre_scores_gemma":[0.9993967,0.00009970414,0.00002587459,0.00004469062,0.000009855152,0.000003945154,0.000286476,0.000002456744,0.0001302194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0359784,"threshold_uncertainty_score":0.07153797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889136067386627,"score_gpt":0.3225302529322125,"score_spread":0.3036388922583463,"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."}}