{"id":"W4213438882","doi":"10.2196/32613","title":"Persuasive Technologies and Social Interactions in Professional Environments: Embedded Qualitative Case Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; University of Calgary; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Persuasive technology; Context (archaeology); Psychology; Affect (linguistics); Certification; Applied psychology; Health care; Qualitative research; Social psychology; Medical education; Medicine; Persuasion; Sociology","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":[0.01107045,0.0006957518,0.0006414537,0.001831142,0.009964448,0.00283444,0.002290804,0.002248862,0.002898969],"category_scores_gemma":[0.01386267,0.0005713644,0.000524965,0.0015471,0.006396186,0.002871055,0.004580238,0.002132641,0.0003424152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004721723,"about_ca_system_score_gemma":0.004053419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00747558,"about_ca_topic_score_gemma":0.01588518,"domain_scores_codex":[0.9886255,0.00865477,0.0002980633,0.0006403574,0.0008359051,0.0009453752],"domain_scores_gemma":[0.9802516,0.0159327,0.001181455,0.0005502799,0.0009271214,0.001156883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006272028,0.0003954721,0.004594686,0.0002664944,0.00001056408,0.003892768,0.9768134,0.0001692014,0.0009070403,0.001934661,0.0005242227,0.01042873],"study_design_scores_gemma":[0.00001919753,0.000236222,0.002856933,0.0002564868,0.0000140669,0.001325962,0.9822572,0.0005086887,0.0008779401,0.0008816007,0.01074031,0.00002540079],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988396,0.0005581969,0.00506469,0.0009371139,0.00003407716,0.0007427965,0.0001266017,0.0000181861,0.004122389],"genre_scores_gemma":[0.9914424,0.000677239,0.004467909,0.0003306926,0.00001975874,0.000684678,0.00004826883,0.0000174225,0.002311617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01107045,"threshold_uncertainty_score":0.0585469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2080574042886634,"score_gpt":0.6090064310001589,"score_spread":0.4009490267114956,"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."}}