{"id":"W2300209296","doi":"10.12927/hcpol.2016.24537","title":"Patient Satisfaction with Wait-Times for Breast Cancer Surgery in Newfoundland and Labrador","year":2016,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Breast cancer; Chart; Patient satisfaction; General surgery; Cancer; Breast surgery; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009616625,0.0001021624,0.000230673,0.0001444442,0.00005563354,0.000009821404,0.00001306606,0.00005882855,0.00003461852],"category_scores_gemma":[0.00004973276,0.00006224449,0.00002720849,0.0001695454,0.00003999632,0.0001134679,0.00001031452,0.00005887635,0.000002194662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005265793,"about_ca_system_score_gemma":0.0006395804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3317233,"about_ca_topic_score_gemma":0.1620307,"domain_scores_codex":[0.9991302,0.00002598492,0.0001852436,0.0002007094,0.0001497031,0.0003080936],"domain_scores_gemma":[0.9994178,0.000111186,0.00006823168,0.0001129905,0.0001089509,0.0001808105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004679339,0.000005303336,0.6374865,0.0001050981,0.000006805543,0.000005699426,0.0001574535,2.841441e-7,0.00003861644,0.0004985153,0.0004788916,0.3607489],"study_design_scores_gemma":[0.0007965841,0.0001846179,0.9960473,0.0008770655,0.000009467833,0.0001631364,0.0001161124,0.000009221732,0.0000223906,0.00021612,0.001471499,0.00008647834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9286025,0.0006342054,0.00002901847,0.07006518,0.00005897921,0.0003724101,0.0001431851,0.00002521346,0.00006931446],"genre_scores_gemma":[0.99592,0.0005784812,0.0001229318,0.002839916,0.0003234697,0.0001000494,0.000003194379,0.00001494554,0.00009702423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3606624,"threshold_uncertainty_score":0.8532601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0497519629484458,"score_gpt":0.3559385795885954,"score_spread":0.3061866166401496,"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."}}