{"id":"W4236255615","doi":"10.21203/rs.2.20978/v1","title":"Harmonizing evidence-based practice, implementation context, and implementation strategies with user-centered design: a case example in young adult cancer care","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Washington University in St. Louis","keywords":"Context (archaeology); Computer science; Cancer; Process management; Knowledge management; Psychology; Medicine; Business; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03773605,0.0006071574,0.0005029824,0.001674901,0.006793937,0.004341566,0.002129184,0.003243747,0.001490652],"category_scores_gemma":[0.02899575,0.0005297162,0.001248558,0.001392404,0.005875571,0.002897139,0.006046376,0.002687863,0.0003659113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007012675,"about_ca_system_score_gemma":0.01278301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006386556,"about_ca_topic_score_gemma":0.01506818,"domain_scores_codex":[0.9510731,0.04262895,0.001485214,0.000799701,0.002142065,0.001871006],"domain_scores_gemma":[0.9717337,0.01991905,0.00120612,0.001624402,0.002563313,0.00295346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000374904,0.003938412,0.03860523,0.003178538,0.0001375417,0.01328756,0.6455471,0.004884518,0.004635629,0.03822891,0.01034242,0.2368392],"study_design_scores_gemma":[0.0008981502,0.007786353,0.02720439,0.005406184,0.0003638659,0.01295855,0.5593355,0.01674581,0.018615,0.03184904,0.3183758,0.0004613811],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7600307,0.003144388,0.1848702,0.01870877,0.0003539861,0.006354037,0.0001474982,0.0005855358,0.02580485],"genre_scores_gemma":[0.7863318,0.001064975,0.2052497,0.002204036,0.00003464628,0.002217474,0.00005483473,0.00008061936,0.002761943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03773605,"threshold_uncertainty_score":0.1995698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7881556002448092,"score_gpt":0.7064543136965091,"score_spread":0.08170128654830011,"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."}}