{"id":"W4388808687","doi":"10.2196/47355","title":"An Electronic Teen Questionnaire, the eTeenQ, for Risk Behavior Screening During Adolescent Well Visits in an Integrated Health System: Development and Pilot Implementation","year":2023,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Park Nicollet Foundation","keywords":"Preprint; Medicine; Multidisciplinary approach; Health care; Family medicine; Electronic data capture; Medical emergency; Medical education; Nursing; Alternative medicine; 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":[0.02423543,0.0006226244,0.0005203385,0.001419112,0.0005181476,0.0008703753,0.00108311,0.000519754,0.004700578],"category_scores_gemma":[0.02270005,0.0005463304,0.00101667,0.0008757869,0.000345923,0.0015464,0.001852469,0.001116965,0.0006006277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077636,"about_ca_system_score_gemma":0.003654537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002649102,"about_ca_topic_score_gemma":0.004866833,"domain_scores_codex":[0.9883785,0.007064177,0.001923634,0.0005107931,0.00165703,0.0004659506],"domain_scores_gemma":[0.9816705,0.009717944,0.00191403,0.001132184,0.004340095,0.001225231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001827568,0.01074522,0.5320682,0.0009721859,0.0002574046,0.0004755003,0.008529088,0.002721729,0.006847313,0.0008226886,0.01544558,0.4192876],"study_design_scores_gemma":[0.001174967,0.01244964,0.9274537,0.0006187049,0.0002414293,0.0007477664,0.006840603,0.01391882,0.00608899,0.0005190273,0.02981914,0.000127141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127808,0.0002009352,0.03503488,0.001017109,0.0001535422,0.03612636,0.007404948,0.0007400461,0.006541413],"genre_scores_gemma":[0.7010284,0.0005917135,0.2324571,0.0008085683,0.00007361427,0.05138233,0.009605668,0.0001622887,0.003890344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02423543,"threshold_uncertainty_score":0.1281707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0809956682606859,"score_gpt":0.4389012971806712,"score_spread":0.3579056289199853,"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."}}