{"id":"W6977337423","doi":"10.6084/m9.figshare.28217178.v1","title":"Additional file 4 of Combining theory and usability testing to inform optimization and implementation of an online primary care depression management tool","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Toronto Metropolitan University; Bruyère; University of Ottawa","funders":"","keywords":"Usability; Primary care; Depression (economics); Test (biology); eHealth","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003166674,0.0000466377,0.00006074859,0.00005698191,0.00007423967,0.00002522816,0.0001065053,0.0000128262,0.04377801],"category_scores_gemma":[0.0001362804,0.00004899444,0.000009759022,0.0002721733,0.000005014712,0.0001948756,0.0002581314,0.00002375474,0.00000141749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001686316,"about_ca_system_score_gemma":0.00005084803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002712464,"about_ca_topic_score_gemma":0.00000249854,"domain_scores_codex":[0.999549,0.00001748468,0.0001496957,0.0001409694,0.00009711627,0.00004567845],"domain_scores_gemma":[0.9987281,0.0008594563,0.00008460385,0.0001278849,0.0001787351,0.00002125216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000008399838,0.00007683684,0.0001085485,0.0006549497,0.00001614163,2.45444e-7,0.0005306265,0.01368201,0.00002384201,0.00851593,0.1536264,0.8227561],"study_design_scores_gemma":[0.0006024517,0.0001690492,0.7299078,0.003754341,0.00001610991,0.000002205667,0.0008806284,0.2299688,0.0002949251,0.01405225,0.02004436,0.0003070404],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001171841,0.0000113526,0.01132985,0.00001728451,0.000004862959,0.000311473,0.9861906,0.0000229414,0.0009398414],"genre_scores_gemma":[0.03624432,2.31117e-7,0.2604252,0.0001333037,0.000007933751,0.0002943841,0.7028772,0.000002902036,0.00001449518],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.822449,"threshold_uncertainty_score":0.9570961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244413440049699,"score_gpt":0.2906934947650717,"score_spread":0.2682493603645747,"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."}}