{"id":"W2981620562","doi":"10.2196/13224","title":"A Web-Based Alcohol Risk Communication Tool: Development and Pretesting Study","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Promotion Agency","keywords":"Formative assessment; Focus group; Harm; Medical education; Psychology; Conceptualization; Usability; Medicine; Work (physics); Intervention (counseling); Public health; Nursing; Applied psychology; Social psychology; Computer science; Engineering; Pedagogy; Business","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":[0.02977367,0.0009199805,0.0007796628,0.001230463,0.0008112797,0.0009585178,0.001080883,0.0009589362,0.002629967],"category_scores_gemma":[0.04559487,0.0008498827,0.0008559027,0.0007171616,0.0008766255,0.001772263,0.0009332947,0.001177566,0.0006541656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026458,"about_ca_system_score_gemma":0.002111864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009884415,"about_ca_topic_score_gemma":0.001685699,"domain_scores_codex":[0.9907844,0.006133916,0.0008325742,0.0006170589,0.001162602,0.0004694877],"domain_scores_gemma":[0.9574918,0.03026475,0.001009181,0.001755914,0.008624821,0.000853689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.004965172,0.1233073,0.1722112,0.006061481,0.0003744771,0.002751132,0.1539235,0.003531887,0.03915822,0.001512057,0.005923064,0.4862806],"study_design_scores_gemma":[0.005950195,0.2929989,0.4931983,0.003109337,0.0008377779,0.002280602,0.07849194,0.01988847,0.05194701,0.001587949,0.04922087,0.0004886761],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699525,0.00007098881,0.01037117,0.0001552516,0.00004191397,0.01738991,0.0002159849,0.0001008268,0.001701458],"genre_scores_gemma":[0.8606877,0.0004179859,0.1092932,0.0004265565,0.00005828492,0.02610766,0.0006590042,0.00008405076,0.002265555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02977367,"threshold_uncertainty_score":0.1574601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09680392991567871,"score_gpt":0.4177308593062929,"score_spread":0.3209269293906142,"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."}}