{"id":"W3215652235","doi":"10.9778/cmajo.20210013","title":"Physician perspectives on delays in cancer diagnosis in Alberta: a qualitative study","year":2021,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Referral; Medicine; Triage; Specialty; Family medicine; Thematic analysis; Qualitative research; Cancer; Nursing; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002942643,0.0001182961,0.000357301,0.00007152839,0.00003652332,0.00004361066,0.0001593055,0.00003550942,0.0002793893],"category_scores_gemma":[0.0002531928,0.0001072758,0.00004155884,0.0005597839,0.00002867162,0.0001870947,0.0001335468,0.0002110423,0.00003651554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004049865,"about_ca_system_score_gemma":0.000240573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1601809,"about_ca_topic_score_gemma":0.2462617,"domain_scores_codex":[0.99878,0.0002029197,0.0001966362,0.00039342,0.0002123276,0.0002146571],"domain_scores_gemma":[0.9993647,0.0002044746,0.00004559841,0.0002284446,0.00009529561,0.00006145438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004545611,0.001491092,0.4963775,0.00001593874,0.00008353157,0.0005445416,0.4920042,0.00007024414,0.0000536974,0.001152911,0.001823858,0.005927882],"study_design_scores_gemma":[0.002444232,0.000529625,0.3286144,0.000575369,0.00002904706,0.000001964238,0.6662002,0.00002231029,0.0004442677,0.000262808,0.0007327626,0.0001430742],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713435,0.0007656673,0.000001834807,0.003443356,0.00004972189,0.0007610934,0.000008510463,0.000005211551,0.02362114],"genre_scores_gemma":[0.9963166,0.0001168452,0.00008896837,0.001751147,0.00006510086,0.0009275272,0.000005603964,0.00001212104,0.0007160778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1741959,"threshold_uncertainty_score":0.8454116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1491750651468912,"score_gpt":0.4747685516057868,"score_spread":0.3255934864588955,"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."}}