{"id":"W3210237260","doi":"10.3390/curroncol28060369","title":"Implementing and Sustaining Early Cancer Diagnosis Initiatives in Canada: An Exploratory Qualitative Study","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Partnership Against Cancer; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Partenariat Canadien Contre Le Cancer","keywords":"Stakeholder; Thematic analysis; Medicine; Sustainability; Exploratory research; Qualitative research; Relevance (law); Indigenous; Nursing; Public relations; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01034338,0.0004856037,0.000818543,0.001800998,0.02376868,0.004992139,0.002499439,0.001467452,0.002753263],"category_scores_gemma":[0.01460459,0.0005796493,0.0003810326,0.00431378,0.008614005,0.001676194,0.004628574,0.002230737,0.0001988366],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1086795,"about_ca_system_score_gemma":0.2107325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9522078,"about_ca_topic_score_gemma":0.9729868,"domain_scores_codex":[0.9924427,0.002953231,0.0002744142,0.0005260244,0.001226029,0.002577672],"domain_scores_gemma":[0.9793218,0.009786559,0.001317444,0.0004206225,0.004398323,0.004755232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000579686,0.00007986914,0.01016446,0.0002866449,0.000005755526,0.0009151851,0.9763736,0.0001243826,0.0006460728,0.001599984,0.00140485,0.008341327],"study_design_scores_gemma":[0.000007139452,0.00004603916,0.005695274,0.0002535245,0.000007422779,0.00008840905,0.9819629,0.0001420937,0.0002251592,0.0001671155,0.0113852,0.00001978215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823058,0.001070525,0.002001276,0.004431407,0.00005872578,0.001131921,0.0008338091,0.00003852587,0.008127857],"genre_scores_gemma":[0.9895983,0.001392599,0.00266457,0.00140916,0.00001204073,0.0005980273,0.000200105,0.00002968418,0.004095547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8913205,"threshold_uncertainty_score":0.7885286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3576989541720578,"score_gpt":0.5359260558310253,"score_spread":0.1782271016589674,"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."}}