{"id":"W3187028907","doi":"10.31557/apjcc.2021.6.3.367-371","title":"Clinical Pathway and Patient Navigation: Research Protocol on the Appropriateness, Timeliness and Support of Women Diagnosed with Breast Cancer in Abia Stat","year":2021,"lang":"en","type":"article","venue":"Asian Pacific Journal of Cancer Care","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency","funders":"Pfizer","keywords":"Abia; Medicine; Breast cancer; Psychosocial; Clinical pathway; Multidisciplinary approach; Family medicine; Health care; Qualitative research; Referral; Population; Cancer; Nursing; Environmental health; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000253,0.0001299489,0.0004453836,0.0000814016,0.00007219087,0.00003662077,0.0000870176,0.00008063995,0.0001618364],"category_scores_gemma":[0.00008896429,0.00007606943,0.000051198,0.0003975128,0.0002570443,0.0001176214,0.00004263364,0.0005956216,4.016059e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003679856,"about_ca_system_score_gemma":0.001938819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001830348,"about_ca_topic_score_gemma":0.0003060394,"domain_scores_codex":[0.9977817,0.0002577832,0.0006059927,0.000232294,0.0008170498,0.0003051589],"domain_scores_gemma":[0.9975072,0.0001265229,0.0003091022,0.0002037398,0.00163902,0.0002144741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003849681,0.0001168626,0.6529712,0.0004231604,0.0001132775,0.001080494,0.0137938,0.00003374584,0.0001891623,0.00004203685,0.0005715996,0.326815],"study_design_scores_gemma":[0.007219142,0.003787682,0.7779517,0.006479981,0.00006920084,0.0007829113,0.1865571,0.000018822,0.002104575,0.0001329132,0.01464823,0.0002477455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888051,0.0009720345,0.000003961105,0.003714932,0.00009295345,0.005472803,0.00008922573,0.000003236887,0.0008458257],"genre_scores_gemma":[0.9960489,0.0002695124,0.00007537871,0.0001831146,0.0001789851,0.003197798,0.000003124364,0.00001546058,0.00002767808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3265672,"threshold_uncertainty_score":0.3439382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06158578240702155,"score_gpt":0.4101529703588581,"score_spread":0.3485671879518366,"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."}}