{"id":"W2943149177","doi":"10.2196/12242","title":"What Patients Want in a Smartphone App That Supports Colonoscopy Preparation: Qualitative Study to Inform a User-Centered Smartphone App","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University Health Centre; McGill University","keywords":"Colonoscopy; Facilitator; Focus group; Medicine; Context (archaeology); Thematic analysis; Colorectal cancer; Outpatient clinic; Qualitative research; Family medicine; Cancer; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009023875,0.000276409,0.0006673526,0.0003551596,0.0001733899,0.0000761052,0.00007329755,0.0001109007,0.00007097698],"category_scores_gemma":[0.00004362626,0.0002476123,0.00005360996,0.0006738582,0.00003332433,0.0004473359,0.00007697355,0.0003516342,0.00008254117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005288931,"about_ca_system_score_gemma":0.0005369222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501027,"about_ca_topic_score_gemma":0.003344168,"domain_scores_codex":[0.9972939,0.0002245303,0.00070367,0.0006038366,0.0005497421,0.0006243192],"domain_scores_gemma":[0.9983982,0.0001120357,0.0002852038,0.0003766231,0.0001542873,0.0006736311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1028383,0.003485684,0.4579171,0.002110019,0.0000712465,0.00002261835,0.407614,0.000008350343,0.0000231017,0.00001997867,0.005053976,0.02083575],"study_design_scores_gemma":[0.01210642,0.05983421,0.8536251,0.0005158326,0.00005457506,0.00001934293,0.06912159,0.0001520002,0.0001382564,0.00002916023,0.00405718,0.0003463832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915898,0.000264667,0.00002724355,0.001469972,0.001043577,0.005210723,0.00001904424,0.0001116072,0.0002633276],"genre_scores_gemma":[0.9963733,0.0002060873,0.0001613689,0.001887806,0.00009228673,0.0004683415,0.0001063846,0.00002783877,0.000676608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.395708,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894496537160229,"score_gpt":0.4114262521567231,"score_spread":0.3624812867851208,"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."}}