{"id":"W1953318471","doi":"10.1111/j.1365-2753.2012.01899.x","title":"What is knowledge and when should it be implemented?","year":2012,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Computer science; Knowledge management","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":[0.1083032,0.0008100862,0.003265419,0.004218812,0.0046517,0.01955435,0.003673605,0.008644464,0.00582331],"category_scores_gemma":[0.2452319,0.0008852932,0.001690207,0.003145571,0.01950749,0.02897426,0.005466511,0.007954839,0.001708127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0159918,"about_ca_system_score_gemma":0.06554669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069717,"about_ca_topic_score_gemma":0.0132703,"domain_scores_codex":[0.8966476,0.07307703,0.005650476,0.003515824,0.01630423,0.004804853],"domain_scores_gemma":[0.7808293,0.1497818,0.01365276,0.01221974,0.02920309,0.01431336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002900211,0.0008600599,0.02131546,0.01475449,0.0006920128,0.0005428967,0.02776353,0.001168893,0.0006026594,0.2012648,0.03001824,0.7007269],"study_design_scores_gemma":[0.0003148945,0.0008848743,0.02307157,0.07204001,0.0006895181,0.0006068401,0.09526432,0.001875948,0.002552447,0.6097051,0.1926362,0.0003583192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0280869,0.03804282,0.03297825,0.8185456,0.00311055,0.001219822,0.0005005813,0.000304179,0.07721125],"genre_scores_gemma":[0.7993164,0.04271976,0.0910975,0.05679085,0.001915295,0.002768957,0.0003674751,0.0001891154,0.004834586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1083032,"threshold_uncertainty_score":0.572769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8940216140465784,"score_gpt":0.8096155862311402,"score_spread":0.08440602781543827,"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."}}