{"id":"W3130589249","doi":"10.2196/25708","title":"Social Representations of e-Mental Health Among the Actors of the Health Care System: Free-Association Study","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Interreg; Interreg North-West Europe","keywords":"Mental health; Health care; Psychology; The Internet; Stigma (botany); Psychiatry; Nursing; Medicine; Computer science; World Wide Web; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01016636,0.0003642552,0.0006399875,0.005486011,0.00528377,0.006021552,0.0009223981,0.001292832,0.004667955],"category_scores_gemma":[0.04903304,0.0004192849,0.0005441948,0.005039481,0.005835455,0.006186109,0.008918997,0.001628487,0.0003899158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002979275,"about_ca_system_score_gemma":0.00184478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007968766,"about_ca_topic_score_gemma":0.007216276,"domain_scores_codex":[0.985544,0.01001157,0.0007221441,0.001018581,0.001680666,0.001022977],"domain_scores_gemma":[0.9497531,0.03665185,0.007053523,0.002061557,0.002995413,0.001484468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001716229,0.0002467392,0.1140689,0.000156033,0.00004257426,0.0002647885,0.8673198,0.0000906642,0.0004055466,0.00476415,0.0007417676,0.01172739],"study_design_scores_gemma":[0.00001808682,0.0001122548,0.1149342,0.0001299415,0.00003288869,0.0002325804,0.8738036,0.00174995,0.0002215973,0.002121831,0.006596715,0.00004633902],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963283,0.00007126265,0.0006587029,0.0002862593,0.00001154112,0.0000441158,0.00006106017,0.000003041521,0.00253583],"genre_scores_gemma":[0.9987227,0.00007389811,0.0003368327,0.00007573675,0.00001501348,0.00008856633,0.00011535,0.00000921303,0.0005626447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016636,"threshold_uncertainty_score":0.05376548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299386595566001,"score_gpt":0.4415915762752808,"score_spread":0.4085977103196208,"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."}}