{"id":"W4304780002","doi":"10.1503/cjs.021721","title":"Robotic thoracic surgery in Canada: Are patients willing to pay out of pocket?","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact","funders":"","keywords":"Medicine; Willingness to pay; Government (linguistics); Pay for performance; Health care; Health insurance; Family medicine","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":[0.0008599987,0.0001146725,0.0002104414,0.0004358121,0.002503419,0.001451833,0.0005750842,0.0005570605,0.00993685],"category_scores_gemma":[0.005608358,0.0001265373,0.000423887,0.002028292,0.0008812442,0.0005618248,0.0005504941,0.001040177,0.0003487499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01463841,"about_ca_system_score_gemma":0.03155635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9170991,"about_ca_topic_score_gemma":0.9563352,"domain_scores_codex":[0.9988059,0.0001320515,0.00006011056,0.00007651859,0.0004087366,0.0005166383],"domain_scores_gemma":[0.9954739,0.000470464,0.001108414,0.00004962209,0.001156595,0.001741055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001668582,0.0001117721,0.9242037,0.0001949647,0.0000418097,0.0003892972,0.002820815,0.00008314045,0.0001216975,0.0006750899,0.0291351,0.04205575],"study_design_scores_gemma":[0.00003917372,0.00006679722,0.9693271,0.0003624606,0.00004300952,0.0004839692,0.01731006,0.0003275593,0.00007372844,0.0002909064,0.01163325,0.00004197988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9356629,0.002972831,0.0001254664,0.03595411,0.0002000622,0.00006585432,0.002526358,0.00001318291,0.02247913],"genre_scores_gemma":[0.9925862,0.001615456,0.0001079787,0.003300623,0.00005687632,0.00001965351,0.000627743,0.000006502586,0.001678966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08290094,"threshold_uncertainty_score":0.1667783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04019128071916937,"score_gpt":0.2571229080411101,"score_spread":0.2169316273219407,"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."}}