{"id":"W2478508544","doi":"10.1007/s10488-016-0749-y","title":"System-Wide Implementation of Routine Outcome Monitoring and Measurement Feedback System in a National Network of Operational Stress Injury Clinics","year":2016,"lang":"en","type":"article","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Veterans Affairs Canada","funders":"Fonds de Recherche du Québec - Santé","keywords":"Outcome (game theory); Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00411668,0.0001329874,0.0003817533,0.0003072143,0.0002009787,0.00001646724,0.00004755576,0.00007458877,0.000004342671],"category_scores_gemma":[0.00002858963,0.0001041991,0.00002617257,0.0003324304,0.0001184099,0.0001567665,0.00005114546,0.0001459441,6.678189e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099801,"about_ca_system_score_gemma":0.001271928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004128369,"about_ca_topic_score_gemma":0.002261411,"domain_scores_codex":[0.9966663,0.0004992526,0.001248306,0.0002813626,0.0009169811,0.0003878337],"domain_scores_gemma":[0.9988796,0.0001697037,0.000275752,0.0000958141,0.0002064057,0.0003727037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008602209,0.0001602109,0.952791,0.02258585,0.00001514341,3.90578e-7,0.004305503,6.966884e-7,0.0005547031,0.004449314,0.00003017069,0.01424683],"study_design_scores_gemma":[0.004632829,0.003199806,0.9373835,0.00708275,0.000002187965,0.00001167015,0.04651823,0.0003243574,0.0004852158,0.00004691059,0.0002082274,0.0001042799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869227,0.001305092,0.000004576264,0.009615361,0.0001042566,0.001767118,0.0001858299,0.000008895565,0.00008616888],"genre_scores_gemma":[0.9974338,0.001626957,0.0002825325,0.0003095226,0.0001318831,0.00006810291,0.0001199914,0.00001001284,0.00001717783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04221272,"threshold_uncertainty_score":0.6240886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06597021573352457,"score_gpt":0.4956627093695336,"score_spread":0.429692493636009,"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."}}