{"id":"W2150923836","doi":"10.1111/add.13174","title":"You need to see the world in order to measure it: The importance of a high follow‐up rate","year":2015,"lang":"en","type":"letter","venue":"Addiction","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Incentive; Attrition; Context (archaeology); Psychological intervention; Psychology; Intervention (counseling); Coupon; Download; Order (exchange); Social psychology; Actuarial science; Applied psychology; Medicine; Business; Economics; Computer science; Psychiatry; Finance","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001977992,0.0002331691,0.0003344589,0.0003105858,0.0000988676,0.00002556158,0.0005661659,0.0003488436,0.001701425],"category_scores_gemma":[0.0003574883,0.0001469505,0.00005543833,0.001769616,0.00005972579,0.00004794507,0.0001126475,0.001754052,0.0007628495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003571934,"about_ca_system_score_gemma":0.0002367657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002774876,"about_ca_topic_score_gemma":0.0175757,"domain_scores_codex":[0.9968245,0.0009051,0.0005292959,0.0004405008,0.0007125063,0.0005880694],"domain_scores_gemma":[0.9979697,0.0002782085,0.0002026784,0.001034288,0.0003963617,0.0001187421],"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":[0.0002551916,0.00002277672,0.0008409107,0.00002705134,0.00005962535,0.00003342906,0.00140862,0.00001105535,0.00001067886,0.0001135446,0.9926103,0.004606849],"study_design_scores_gemma":[0.0006410394,0.0001747339,0.008446448,0.0001182686,0.0000246739,0.000005972965,0.0002329458,0.000008141928,0.00001520949,0.0001753814,0.9900225,0.000134712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007947181,0.0003098537,0.0000859041,0.967306,0.003869436,0.002415759,0.0001458102,0.00003653345,0.01788358],"genre_scores_gemma":[0.01913525,0.00001254831,0.00009504514,0.7912521,0.003053532,0.001202092,0.0002307303,0.0000841916,0.1849345],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1760539,"threshold_uncertainty_score":0.9992111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09390488041867556,"score_gpt":0.3919529332493561,"score_spread":0.2980480528306805,"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."}}