{"id":"W2741015190","doi":"10.2196/mental.7614","title":"A Smartphone App for Adolescents With Sleep Disturbance: Development of the Sleep Ninja","year":2017,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Myer Foundation","keywords":"Thematic analysis; Focus group; Sleep (system call); Psychology; Smartphone app; Clinical psychology; Qualitative research; Computer science; World Wide Web","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":[0.002535327,0.000630866,0.0003448016,0.0007492476,0.0007337022,0.0008792392,0.001127953,0.0005114107,0.004131303],"category_scores_gemma":[0.004953567,0.0003335146,0.0008129973,0.0002169932,0.0004276015,0.001323358,0.002084363,0.001094697,0.001042189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003949574,"about_ca_system_score_gemma":0.002571588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137681,"about_ca_topic_score_gemma":0.006768091,"domain_scores_codex":[0.9990729,0.0003301019,0.0001187044,0.00008166287,0.0003117849,0.00008470841],"domain_scores_gemma":[0.9985258,0.0005942702,0.0001185578,0.00008554047,0.0003808413,0.0002950202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003781571,0.002667697,0.03486138,0.004185067,0.00008588109,0.003401988,0.02250221,0.0002691277,0.01341102,0.001426481,0.03393603,0.882875],"study_design_scores_gemma":[0.0006751439,0.006733563,0.1469672,0.007936756,0.0008408337,0.01735555,0.02846676,0.003333837,0.01789818,0.002468506,0.7669571,0.0003664555],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7804114,0.00989079,0.08054503,0.01005482,0.002596614,0.02603506,0.00358456,0.005792534,0.08108924],"genre_scores_gemma":[0.4075758,0.01700925,0.4936,0.003069535,0.0003245537,0.02786845,0.003411409,0.001093335,0.04604762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004131303,"threshold_uncertainty_score":0.01382065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520919183114957,"score_gpt":0.3226973536663346,"score_spread":0.3074881618351851,"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."}}