{"id":"W4394264875","doi":"10.6084/m9.figshare.19969714","title":"Crack Cocaine Users Seeking Treatment in Brasília","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Youth, Drugs, and Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Crack cocaine; Psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001595626,0.0002459929,0.0003160339,0.0001538144,0.0004495141,0.0001209518,0.0007042525,0.0002423453,0.7942637],"category_scores_gemma":[0.001022553,0.000252273,0.0001176517,0.0004082448,0.00002389632,0.0001309451,0.0001703959,0.0003620356,0.001938118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006988656,"about_ca_system_score_gemma":0.0006708344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01239617,"about_ca_topic_score_gemma":0.03287876,"domain_scores_codex":[0.9980641,0.0002627585,0.0002384688,0.0004472877,0.0005139672,0.000473445],"domain_scores_gemma":[0.9989628,0.0002895401,0.0001825103,0.0003923925,0.00004325332,0.0001295064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004747401,0.00006407101,0.00002474713,0.00006625874,0.00001167366,0.0001019512,0.00162004,0.000006660935,1.723455e-7,0.000002427813,0.9972726,0.0008247246],"study_design_scores_gemma":[0.0001998047,0.00004878196,0.0001405846,0.0007465656,0.00001432553,6.651026e-7,0.001343609,0.000003389475,0.000001204682,0.00001326339,0.9972098,0.0002780307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002111898,0.0003520313,8.476364e-9,0.0001207744,0.00028005,0.0004421662,0.9973704,0.00005100003,0.00136248],"genre_scores_gemma":[0.00009644484,0.0002892429,0.000002038142,0.0002284023,0.0003768205,0.0004059309,0.9972653,0.00001677971,0.001319078],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7923256,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06900579932668639,"score_gpt":0.3479861580141612,"score_spread":0.2789803586874748,"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."}}