{"id":"W2202541053","doi":"10.2196/resprot.4894","title":"Mobile Phone Apps for University Students With Hazardous Alcohol Use: Study Protocol for Two Consecutive Randomized Controlled Trials","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vetenskapsrådet","keywords":"Protocol (science); Mobile phone; Randomized controlled trial; Medicine; Mobile apps; Hazardous waste; Phone; Medical education; Psychology; Multimedia; Computer science; World Wide Web; Alternative medicine; Engineering; Surgery","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":[0.03432115,0.008257583,0.01806654,0.003245387,0.004174756,0.005062928,0.003714455,0.0093858,0.08731076],"category_scores_gemma":[0.04118381,0.004534345,0.008030874,0.004140622,0.004229026,0.004808796,0.002492782,0.01000028,0.01450575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005725212,"about_ca_system_score_gemma":0.01503512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003008459,"about_ca_topic_score_gemma":0.005779139,"domain_scores_codex":[0.9790902,0.01024016,0.003252881,0.002271957,0.003007133,0.002137715],"domain_scores_gemma":[0.9821131,0.005237271,0.004282452,0.002345227,0.004441049,0.001580882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8177776,0.01667723,0.0007648407,0.06688238,0.005412594,0.0003040974,0.0007223977,0.001819934,0.003222055,0.004068373,0.02653334,0.05581523],"study_design_scores_gemma":[0.9416517,0.01617778,0.001719964,0.005472971,0.001814181,0.00004417036,0.000132201,0.001141888,0.0006681087,0.002182228,0.02887633,0.0001184893],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007234644,0.0003500703,0.0007090811,0.0001037806,0.0002385752,0.9970642,0.0004370976,0.00007489867,0.000298922],"genre_scores_gemma":[0.000655918,0.00009958496,0.0009384697,0.00006803589,0.00002511844,0.9979785,0.00004350279,0.00000347642,0.000187407],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08731076,"threshold_uncertainty_score":0.2920836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4361227380091943,"score_gpt":0.6010430928279843,"score_spread":0.16492035481879,"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."}}