{"id":"W4253934677","doi":"10.1111/j.1360-0443.2008.02195.x","title":"News and Notes","year":2008,"lang":"en","type":"article","venue":"Addiction","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.00005231134,0.00003439098,0.00008886247,0.00001983852,0.0006212355,0.000001448136,0.00001541643,0.00007356336,0.000262468],"category_scores_gemma":[0.00004510373,0.0000299165,0.00001074208,0.00005117481,0.00002591093,0.00006416989,0.00001361682,0.0001081871,0.0001747436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001631205,"about_ca_system_score_gemma":0.00002331734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001619846,"about_ca_topic_score_gemma":0.001502893,"domain_scores_codex":[0.9996183,0.00006252395,0.00009242706,0.0000686793,0.00005177432,0.0001063141],"domain_scores_gemma":[0.9997527,0.00009878525,0.00003066537,0.00005077371,0.00002908537,0.00003798091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001387543,0.0000191972,0.916202,0.00001810542,0.00001150975,0.0000047967,0.03528328,6.025213e-7,0.0001897155,0.002772257,0.001406842,0.0440778],"study_design_scores_gemma":[0.0003948963,0.00003583785,0.9026395,0.00003626553,0.000009872745,3.936127e-7,0.01361239,0.0000356223,0.0000773411,0.0005832317,0.08248846,0.00008616012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891747,0.0002791348,0.0001901678,0.0002275845,0.000301391,0.00009453792,0.000002958681,0.00007362573,0.009655858],"genre_scores_gemma":[0.9981174,0.0007699284,0.00006324269,0.0001090945,0.0003289427,0.00002128326,0.000006558011,0.000005755886,0.0005777879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08108162,"threshold_uncertainty_score":0.4778104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06878366204551324,"score_gpt":0.3936267648297125,"score_spread":0.3248431027841993,"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."}}