{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002117987,0.001250699,0.0007284967,0.0007874937,0.00482514,0.005922321,0.001181635,0.00304636,0.5153605],"category_scores_gemma":[0.004177263,0.0005585648,0.001178694,0.0004476093,0.000783338,0.003416899,0.004917855,0.005663178,0.4499511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334594,"about_ca_system_score_gemma":0.003783929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006707227,"about_ca_topic_score_gemma":0.02693407,"domain_scores_codex":[0.9982074,0.0002011492,0.00004842331,0.0001987885,0.0007497136,0.0005945616],"domain_scores_gemma":[0.9953336,0.00007570942,0.00007219422,0.0001594184,0.001360664,0.002998416],"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":[0.00003662947,0.00005409774,0.0004596387,0.00003402936,0.00000252337,0.00007469127,0.0002333612,0.000007441296,0.0001960525,0.000653265,0.9474462,0.05080208],"study_design_scores_gemma":[0.000007701164,0.00005260793,0.001138464,0.00005748485,0.00000272058,0.00008118903,0.0007270326,0.00000880989,0.00008665248,0.0003529426,0.9974754,0.000009061417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006280378,0.004435689,0.002374213,0.1230232,0.09490191,0.0007337945,0.002284642,0.002875859,0.7630901],"genre_scores_gemma":[0.004147222,0.00123102,0.0007608561,0.0137785,0.002803408,0.0001161927,0.0006873356,0.000316265,0.9761593],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4846395,"threshold_uncertainty_score":0,"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."}}