{"id":"W4386058192","doi":"10.2196/preprints.47220","title":"Developing A Mobile App With a Human-Centered Design Lens to Improve Access to Mental Health Care (Mentallys Project): Protocol for an Initial Co-Design Process (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; User-centered design; Protocol (science); Process (computing); Design process; Psychology; Computer science; Engineering; Medicine; Human–computer interaction; Work in process","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0864879,0.00239629,0.002363706,0.003387629,0.007004614,0.004832805,0.003022482,0.005700442,0.05230305],"category_scores_gemma":[0.1223143,0.003236723,0.003268209,0.002532938,0.00489435,0.004255902,0.006159831,0.008119392,0.01520169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008414255,"about_ca_system_score_gemma":0.03764932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00410596,"about_ca_topic_score_gemma":0.008042502,"domain_scores_codex":[0.9466211,0.03560871,0.006670468,0.003169436,0.005477702,0.002452585],"domain_scores_gemma":[0.9084054,0.03956827,0.005277787,0.01157097,0.03106096,0.004116739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01733639,0.008959886,0.002905687,0.09107374,0.0003527171,0.00297675,0.126688,0.005531079,0.01263746,0.05452331,0.2436334,0.4333816],"study_design_scores_gemma":[0.01667669,0.007952475,0.006721535,0.0357158,0.0002826168,0.0005283059,0.03415527,0.001878174,0.009876272,0.01786013,0.8678664,0.0004863432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002344079,0.0002138532,0.01065264,0.0006584412,0.0003144582,0.9820955,0.001440402,0.000110052,0.002170591],"genre_scores_gemma":[0.0009679363,0.0001286448,0.0100876,0.0001858863,0.00002142543,0.9877604,0.0001472987,0.00001483697,0.0006859819],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0864879,"threshold_uncertainty_score":0.4573972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2946841051493063,"score_gpt":0.5012163939381449,"score_spread":0.2065322887888386,"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."}}