{"id":"W2000488789","doi":"10.1111/j.1365-2354.2007.00783.x","title":"An examination of cancer patients’ monthly ‘out-of-pocket’ costs in Ontario, Canada","year":2007,"lang":"en","type":"article","venue":"European Journal of Cancer Care","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Sunnybrook Health Science Centre; McMaster University; Cancer Care Ontario; London Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Medical prescription; Health care; Demography; Multivariate analysis; Family medicine; Government (linguistics); Environmental health; Internal medicine; Nursing","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":[0.0003719064,0.0001654379,0.0002258466,0.001182515,0.001313763,0.000770004,0.0005632954,0.0002194322,0.003026294],"category_scores_gemma":[0.002705975,0.000207914,0.0004005139,0.003592846,0.0002866059,0.0003441461,0.0004000884,0.0003487283,0.0001604564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02129489,"about_ca_system_score_gemma":0.01150707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904304,"about_ca_topic_score_gemma":0.9955534,"domain_scores_codex":[0.9993606,0.00005210587,0.00006107004,0.00005687758,0.0003026099,0.0001667254],"domain_scores_gemma":[0.9964258,0.0002574934,0.001091162,0.00005778502,0.00154966,0.0006181014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006505522,0.00001724663,0.9926797,0.00003764496,0.00002912397,0.00007004451,0.0006322016,0.0001309836,0.0000782335,0.00006118469,0.002014441,0.004184186],"study_design_scores_gemma":[0.000002354491,0.000007722169,0.9987788,0.000009335774,0.000005400947,0.0000208734,0.0002943479,0.000129808,0.000009639125,0.000004061768,0.000734491,0.000003250428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857618,0.0005369989,0.00006347727,0.0006436558,0.000009299946,0.00003123563,0.006661949,0.000007685238,0.006283996],"genre_scores_gemma":[0.9960193,0.0003590023,0.00009746226,0.0000744441,0.000007093083,0.00001452101,0.001785442,0.000003220412,0.001639548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02129489,"threshold_uncertainty_score":0.154506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200298379158478,"score_gpt":0.26348783524335,"score_spread":0.2314848514517652,"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."}}