{"id":"W4415764365","doi":"10.1016/j.cpet.2025.09.002","title":"What Is Implementation Science","year":2025,"lang":"en","type":"article","venue":"PET Clinics","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Bridge (graph theory); Stakeholder; Medical science; Stakeholder engagement; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1436337,0.001267645,0.004677551,0.009478548,0.008895172,0.03520847,0.005292993,0.0248497,0.02837279],"category_scores_gemma":[0.305302,0.001496232,0.002523352,0.01102216,0.04074339,0.04032304,0.007943091,0.0325047,0.004009225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02765699,"about_ca_system_score_gemma":0.07967883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01219473,"about_ca_topic_score_gemma":0.01164925,"domain_scores_codex":[0.880296,0.08035046,0.00450281,0.006147929,0.02273975,0.005963044],"domain_scores_gemma":[0.5285819,0.3811963,0.01137205,0.01803436,0.0445084,0.01630696],"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":[0.0001527161,0.0009366365,0.003690824,0.00608546,0.0003883826,0.00008208325,0.002732502,0.0006547054,0.00008622251,0.5863402,0.2239636,0.1748866],"study_design_scores_gemma":[0.0001554732,0.00008916814,0.002156595,0.01393499,0.0001689942,0.0000796267,0.006173567,0.0007029669,0.0001892003,0.6994045,0.2768628,0.00008208054],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0009273633,0.03740028,0.002296434,0.9320939,0.008982805,0.00005370582,0.0001185619,0.00005143585,0.01807562],"genre_scores_gemma":[0.1595757,0.1178375,0.01069005,0.6415462,0.05518082,0.001159793,0.0005014355,0.0003006538,0.0132077],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1436337,"threshold_uncertainty_score":0.7596165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6341759699762409,"score_gpt":0.7909152792274795,"score_spread":0.1567393092512386,"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."}}