{"id":"W4399432491","doi":"10.1002/adaw.34155","title":"Coming Up…","year":2024,"lang":"en","type":"article","venue":"Alcoholism & Drug Abuse Weekly","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000220398,0.0001556644,0.0002381325,0.0001243225,0.00007455676,0.00006487453,0.0001600774,0.00006585177,0.0021209],"category_scores_gemma":[0.00004487371,0.0001326115,0.0001096916,0.0003502497,0.00008156481,0.00014031,0.00002545719,0.0003180218,0.01139729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004389765,"about_ca_system_score_gemma":0.000154424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005011542,"about_ca_topic_score_gemma":0.00000252788,"domain_scores_codex":[0.9987245,0.00002705239,0.0002667584,0.0003534552,0.0003438295,0.0002844716],"domain_scores_gemma":[0.9991361,0.00009348561,0.00003746197,0.0004435179,0.00006632245,0.0002230709],"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":[0.00005186289,0.0001030939,0.002186339,0.0003246738,0.000155173,0.0003268493,0.004901483,0.000002550833,0.007158023,0.008530068,0.9374341,0.0388258],"study_design_scores_gemma":[0.001023347,0.00004599613,0.007609526,0.001127055,0.0001575771,0.0002099836,0.001018323,0.002152313,0.003433056,0.0008150739,0.9821339,0.0002738261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9058588,0.005551005,0.000814668,0.01834173,0.002361047,0.0004547403,0.000007306917,0.0007124693,0.06589825],"genre_scores_gemma":[0.8910555,0.0003986646,0.0004205297,0.003193421,0.0005682716,0.00005058984,0.00002555748,0.00003334566,0.1042541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04469984,"threshold_uncertainty_score":0.9987913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03640521830610583,"score_gpt":0.3221796099392432,"score_spread":0.2857743916331374,"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."}}