{"id":"W1964535211","doi":"10.15288/jsa.2000.61.794","title":"Providing personalized assessment feedback for problem drinking on the Internet: a pilot project.","year":2000,"lang":"en","type":"article","venue":"Journal of Studies on Alcohol","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"The Internet; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01064118,0.001035982,0.0006055933,0.001054199,0.001443261,0.0007467357,0.001329269,0.001207663,0.005696798],"category_scores_gemma":[0.01402027,0.0007824633,0.0007404918,0.0005013018,0.0009148198,0.001202727,0.001468174,0.002110045,0.0009825606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008854699,"about_ca_system_score_gemma":0.003922121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002423902,"about_ca_topic_score_gemma":0.003643966,"domain_scores_codex":[0.995789,0.00275488,0.0002264494,0.0002085457,0.000483227,0.0005378867],"domain_scores_gemma":[0.9873387,0.006247737,0.0008161818,0.001085996,0.001491861,0.003019673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01022764,0.6447987,0.04398267,0.001539898,0.0002266982,0.0009784859,0.0160808,0.001201285,0.008805622,0.0002385393,0.004495306,0.2674243],"study_design_scores_gemma":[0.03873686,0.6467106,0.2600591,0.0003489568,0.000544381,0.001002803,0.01555417,0.005239849,0.01805407,0.000802386,0.01275603,0.0001907634],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810492,0.00002715311,0.001458672,0.0001813361,0.00002179147,0.0161081,0.0001682256,0.0001186509,0.0008669819],"genre_scores_gemma":[0.9033604,0.0002152312,0.0410439,0.0005132605,0.00006680338,0.0514178,0.0007596271,0.00005257257,0.002570393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01064118,"threshold_uncertainty_score":0.05627668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1430704845526339,"score_gpt":0.3914979561267413,"score_spread":0.2484274715741074,"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."}}