{"id":"W4225137529","doi":"10.7759/cureus.24605","title":"Pattern of Treatment Initiation and Outcomes for Patients With Metastatic Non-small Cell Lung Cancer in Ontario","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Windsor Regional Hospital","funders":"","keywords":"Medicine; Docetaxel; Vinorelbine; Lung cancer; Gemcitabine; Hazard ratio; Chemotherapy; Internal medicine; Cancer; Oncology; Retrospective cohort study; Paclitaxel; Cisplatin; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0002474475,0.0001220286,0.0002222071,0.0004362198,0.0007134213,0.0004961865,0.0004961019,0.0002603229,0.001599667],"category_scores_gemma":[0.001446784,0.0001579038,0.0003240013,0.001388801,0.0003209934,0.0002391461,0.0004012884,0.0003103148,0.0001250226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008448127,"about_ca_system_score_gemma":0.007326859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7617326,"about_ca_topic_score_gemma":0.8585194,"domain_scores_codex":[0.999633,0.00002467125,0.00003291337,0.00006919937,0.0001207984,0.0001194185],"domain_scores_gemma":[0.9984354,0.00007093578,0.0009052725,0.00004055892,0.0002649474,0.0002828189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004050462,0.000007604005,0.9985832,0.0000129286,0.00001299334,0.00004630544,0.00009207566,0.00003894236,0.0001038561,0.000009957192,0.0001980771,0.0008536117],"study_design_scores_gemma":[0.000003606497,0.00001623404,0.9994436,0.000006714397,0.000007177809,0.00005357002,0.0001302149,0.00005736152,0.00001819398,0.000007680569,0.0002536454,0.000002062095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961303,0.0005009497,0.00005520936,0.0002811302,0.000006441035,0.00001551062,0.001814225,0.000006297736,0.001189903],"genre_scores_gemma":[0.9987864,0.000164865,0.0000372911,0.00003138076,0.000004246726,0.000006306325,0.0007193647,0.000001827182,0.0002482305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2382674,"threshold_uncertainty_score":0.4793412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01780378817437226,"score_gpt":0.3027591283181711,"score_spread":0.2849553401437989,"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."}}