{"id":"W2092548209","doi":"10.1186/1472-6963-8-10","title":"An intervention modelling experiment to change GPs' intentions to implement evidence-based practice: using theory-based interventions to promote GP management of upper respiratory tract infection without prescribing antibiotics #2","year":2008,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Economic and Social Research Council; European Commission","keywords":"Psychological intervention; Medicine; Theory of planned behavior; Intervention (counseling); Social cognitive theory; Randomized controlled trial; Psychology; Nursing; Social psychology; Internal medicine; Control (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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006105443,0.0002685525,0.0004183464,0.001057132,0.0009377499,0.00006101381,0.0004655802,0.0001611007,0.0001091595],"category_scores_gemma":[0.00007076318,0.0002569509,0.0002320792,0.001006828,0.00008652749,0.0005051265,0.0002627968,0.0004069752,0.00008599296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005551917,"about_ca_system_score_gemma":0.0003536676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002454073,"about_ca_topic_score_gemma":0.0005776978,"domain_scores_codex":[0.9943456,0.002470704,0.001070177,0.0007561235,0.0004447819,0.0009126042],"domain_scores_gemma":[0.9975579,0.0002232682,0.0003276324,0.0007970742,0.0008308,0.0002632652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02209708,0.0320072,0.2012326,0.06822698,0.001391486,0.00008829216,0.06457696,0.1023202,0.4703118,0.006124853,0.0003670543,0.03125552],"study_design_scores_gemma":[0.009480576,0.02813697,0.2526864,0.1487522,0.0005494583,0.00005605249,0.05018356,0.03369365,0.4588674,0.0001420502,0.01506208,0.002389558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7354944,0.00194864,0.2582707,0.0004732468,0.0002738126,0.003422309,0.00003223023,0.00006335437,0.00002130922],"genre_scores_gemma":[0.9721566,0.0001560756,0.02638735,0.0009644798,0.00005807129,0.00009773287,0.00004461473,0.00004634217,0.00008869256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2366622,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2668184717772274,"score_gpt":0.4912987703664019,"score_spread":0.2244802985891745,"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."}}