{"id":"W3035947338","doi":"10.2196/18894","title":"Effectiveness of a Theory- and Web-Based Adaptive Implementation Intervention on Nurses’ and Nursing Students’ Intentions to Provide Brief Counseling: Protocol for a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Université de Montréal; Université Laval; Montreal Heart Institute","funders":"","keywords":"Context (archaeology); Intervention (counseling); Randomized controlled trial; Theory of planned behavior; Nursing; Psychological intervention; Personalization; Bachelor; Psychology; Web application; Medicine; Medical education; Applied psychology; Control (management); Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.03529356,0.008074978,0.01583987,0.004629441,0.004969398,0.004951001,0.004823542,0.009018446,0.06797112],"category_scores_gemma":[0.03395939,0.005201898,0.007343932,0.004320224,0.005051167,0.00429978,0.002824804,0.009523557,0.01112861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007406708,"about_ca_system_score_gemma":0.01900509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00410816,"about_ca_topic_score_gemma":0.005124641,"domain_scores_codex":[0.9733565,0.0131504,0.003612812,0.002775913,0.004183374,0.002921048],"domain_scores_gemma":[0.9814129,0.006144553,0.003570249,0.002443034,0.004345675,0.002083462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8635123,0.05023589,0.0006625707,0.0170655,0.002306416,0.0001673823,0.0005241049,0.002838007,0.002518017,0.002983712,0.009069185,0.04811689],"study_design_scores_gemma":[0.9421045,0.04009198,0.001157839,0.001399896,0.0007984495,0.00002594486,0.0001065624,0.001830033,0.001033151,0.001492421,0.009841348,0.0001179405],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001380063,0.00008379897,0.0006742302,0.00005502478,0.0001839552,0.997049,0.0002854179,0.00005831507,0.0002301337],"genre_scores_gemma":[0.001094815,0.00005432013,0.001161285,0.0000421469,0.00002949678,0.9974132,0.00003504583,0.000003086153,0.0001666864],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06797112,"threshold_uncertainty_score":0.227386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2156056015940826,"score_gpt":0.6351140966216048,"score_spread":0.4195084950275222,"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."}}