{"id":"W3017219685","doi":"10.1097/02024458-201101000-00005","title":"P.E.I. Report","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001929933,0.00004305839,0.00009191032,0.0001052832,0.00009548543,0.000006116996,0.00004359769,0.00002757417,0.0007421012],"category_scores_gemma":[0.00005031675,0.00002451452,0.00007295019,0.0000876725,0.00004554025,0.00006660549,8.833031e-7,0.0001083223,0.00002571137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349199,"about_ca_system_score_gemma":0.0005037703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002170373,"about_ca_topic_score_gemma":0.04192343,"domain_scores_codex":[0.9995967,0.00001157545,0.0001655179,0.00003247842,0.00009585389,0.00009784936],"domain_scores_gemma":[0.9994436,0.00001021925,0.0001192368,0.0001138731,0.000112941,0.0002001295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002265824,0.0000325978,0.9312167,0.000002461577,0.0004807001,0.008388723,0.007348342,0.000001783253,0.00008976823,0.0007877975,0.03674665,0.01467792],"study_design_scores_gemma":[0.001020556,0.0002837115,0.9542708,0.00007405368,0.000389327,0.01308621,0.0005453692,0.000003512112,0.00166204,0.0005969155,0.02801017,0.00005736896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691247,0.0007288445,0.00003780704,0.001113058,0.0007240882,0.00007465796,4.736716e-7,0.000007551169,0.02818876],"genre_scores_gemma":[0.9976413,0.00001971761,0.0002164871,0.0002344376,0.0002019195,5.841449e-7,0.000001508866,0.000005946765,0.001678071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03975306,"threshold_uncertainty_score":0.975559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04206484488125821,"score_gpt":0.2486218470738734,"score_spread":0.2065570021926152,"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."}}