{"id":"W2416337817","doi":"10.1007/s00520-016-3293-0","title":"Understanding the full breadth of cancer-related patient costs in Ontario: a qualitative exploration","year":2016,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; University of Toronto; McMaster University","funders":"Canadian Cancer Society Research Institute","keywords":"Qualitative research; Medicine; Nursing research; Coding (social sciences); Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003757778,0.0001712131,0.0004358756,0.0002290615,0.00004264025,0.0000168217,0.0001533806,0.00011604,0.0009340103],"category_scores_gemma":[0.00008837272,0.0001344086,0.0000916199,0.000262991,0.0001378182,0.000604159,0.00003982768,0.0001798139,0.00002463072],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007686863,"about_ca_system_score_gemma":0.0004311086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1475003,"about_ca_topic_score_gemma":0.7186009,"domain_scores_codex":[0.9982735,0.00004477936,0.0009310158,0.0003634141,0.00005214043,0.0003351576],"domain_scores_gemma":[0.998818,0.0001469377,0.0006894358,0.0001994124,0.0000939035,0.00005227143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003935191,0.0001090568,0.6004874,0.00004875281,0.0001253667,0.000009080141,0.282954,0.0004218861,0.00008674136,0.1005279,0.0006391818,0.01419718],"study_design_scores_gemma":[0.009352178,0.001617316,0.5507148,0.002140839,0.00005167424,0.000002543758,0.1854227,0.0001878299,0.002311145,0.2156561,0.03066473,0.001878175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783854,0.004019812,0.0007696636,0.001892454,0.0008632898,0.0005817062,0.0005289586,0.00001464683,0.01294411],"genre_scores_gemma":[0.9982218,0.001045906,0.0000231106,0.0001492952,0.00002543305,0.0002588679,0.000009008419,0.00002139353,0.0002452454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5711006,"threshold_uncertainty_score":0.9999793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1256275285445738,"score_gpt":0.3202203410622101,"score_spread":0.1945928125176363,"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."}}