{"id":"W3092197548","doi":"10.4414/smw.2020.20323","title":"Powering Swiss health care for the future: implementation science to bridge “the valley of death”","year":2020,"lang":"en","type":"article","venue":"Swiss Medical Weekly","topic":"Health and Medical Studies","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Medicine; Bridge (graph theory); Medical emergency; Surgery","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":[0.05939765,0.001115039,0.0009713813,0.002044568,0.005629542,0.0146518,0.002208828,0.005823854,0.0624969],"category_scores_gemma":[0.1480605,0.0003928425,0.0008094496,0.002442557,0.009806519,0.01261977,0.006324758,0.005573811,0.00234021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01337093,"about_ca_system_score_gemma":0.05368037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02378998,"about_ca_topic_score_gemma":0.02145264,"domain_scores_codex":[0.9631386,0.02905537,0.0005866445,0.001110634,0.003492957,0.002615824],"domain_scores_gemma":[0.8902457,0.08548576,0.003844057,0.004986249,0.009722807,0.005715438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002066852,0.0002955188,0.004701805,0.00166503,0.0001499263,0.00008476213,0.005131448,0.002167151,0.000173192,0.7369434,0.09194107,0.1565401],"study_design_scores_gemma":[0.0005392883,0.0007683019,0.01404635,0.01145074,0.0002601765,0.00006864407,0.02122742,0.01084912,0.0008187505,0.664336,0.2754802,0.0001549968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02629751,0.01783662,0.02344245,0.7340932,0.00465394,0.0004431959,0.0006861832,0.0003551059,0.1921917],"genre_scores_gemma":[0.9055189,0.01276257,0.01571967,0.03854513,0.002874567,0.001526328,0.0006746057,0.0002031031,0.02217503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0624969,"threshold_uncertainty_score":0.3141286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182253463898623,"score_gpt":0.5289526224905073,"score_spread":0.410727276100645,"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."}}