{"id":"W2046168677","doi":"10.1186/s13012-015-0244-y","title":"Hiding in plain sight: communication theory in implementation science","year":2015,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; University of Ottawa","keywords":"Health communication; Communication studies; Transformational leadership; Organizational communication; Models of communication; Communication theory; Context (archaeology); Knowledge management; Computer science; Data science; Psychology; Sociology; Social psychology; Communication; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.04677691,0.0002247319,0.0002830215,0.002496608,0.001821445,0.0001605792,0.001598488,0.00006512607,0.0009191324],"category_scores_gemma":[0.003508525,0.0002280558,0.00002538691,0.008719179,0.001250604,0.004500556,0.0006199821,0.0004929958,0.0002508644],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004040682,"about_ca_system_score_gemma":0.008174952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005410681,"about_ca_topic_score_gemma":0.01777261,"domain_scores_codex":[0.9911461,0.001873538,0.002020404,0.0008562542,0.002270247,0.001833445],"domain_scores_gemma":[0.9951943,0.001796363,0.0007761687,0.0007619555,0.0008737607,0.0005974517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007818385,0.00006286993,0.673203,0.00005058795,0.0000023294,0.000004954826,0.1778591,0.0001146289,0.02215386,0.09573418,0.003110067,0.02762625],"study_design_scores_gemma":[0.007763073,0.000170934,0.5587706,0.0001279312,0.0000067291,0.000005644319,0.3839567,0.001008836,0.009405756,0.02189078,0.01634431,0.0005487135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803464,0.00002458619,0.002188744,0.008096977,0.0005973662,0.0025509,0.00004179544,0.00008982113,0.006063452],"genre_scores_gemma":[0.9871997,0.00001982192,0.003909822,0.008085256,0.00005715088,0.0006288947,0.000025015,0.00001792634,0.00005642014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2060976,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8114839765506652,"score_gpt":0.7772043538544223,"score_spread":0.03427962269624285,"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."}}