{"id":"W4229056729","doi":"10.3390/curroncol29050259","title":"Wait Times and Survival in Lung Cancer Patients across the Province of Quebec, Canada","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; BC Cancer Agency","funders":"","keywords":"Medicine; Lung cancer; Stage (stratigraphy); Proportional hazards model; Cancer; Internal medicine; Survival analysis; Performance status; Medical record; Multivariate analysis; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005102453,0.0002493003,0.0003253508,0.0007354162,0.001948992,0.0009713526,0.0008647038,0.0003607291,0.002465131],"category_scores_gemma":[0.002751197,0.0001704814,0.000381841,0.002538503,0.0004244818,0.0003849614,0.0004563022,0.0006630711,0.0001733528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03020314,"about_ca_system_score_gemma":0.02235924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934949,"about_ca_topic_score_gemma":0.9962124,"domain_scores_codex":[0.999493,0.00004716783,0.00004616557,0.00009470663,0.0001122488,0.0002067769],"domain_scores_gemma":[0.9969401,0.0002649483,0.0008358759,0.00007120535,0.001124369,0.0007635261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008079359,0.00002571817,0.993387,0.00003622553,0.00004536106,0.00006202824,0.0002973063,0.0001997516,0.00008303723,0.00007056593,0.002253897,0.003458175],"study_design_scores_gemma":[0.00001509078,0.00003654013,0.9964727,0.00006930521,0.00003926765,0.00006436434,0.0008407893,0.0006602764,0.00005368158,0.00003902715,0.001694603,0.00001430531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9858842,0.00294998,0.0001516099,0.001294955,0.00003914036,0.000040324,0.00698715,0.00001713651,0.002635408],"genre_scores_gemma":[0.996801,0.0005944183,0.0001130051,0.0002198506,0.00001127682,0.00001354569,0.00155923,0.000004187697,0.0006834226],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03020314,"threshold_uncertainty_score":0.2191402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05867382511984839,"score_gpt":0.4237964083172002,"score_spread":0.3651225831973518,"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."}}