{"id":"W2967174718","doi":"10.1111/add.14777","title":"Adding quality to quantity in randomized controlled trials of addiction prevention and treatment: a new framework to facilitate the integration of qualitative research","year":2019,"lang":"en","type":"review","venue":"Addiction","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Addiction; Addiction treatment; Randomized controlled trial; Qualitative research; Quality (philosophy); Psychology; Medicine; Psychotherapist; Psychiatry; Sociology; Surgery","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1487326,0.0003700696,0.008031191,0.001687065,0.000405776,0.00002590118,0.000249151,0.0004903643,0.0002920807],"category_scores_gemma":[0.1521247,0.0002136461,0.000844757,0.002262674,0.0001601025,0.0002615425,0.0001045574,0.0009127934,0.0001224962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139497,"about_ca_system_score_gemma":0.002815748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01628878,"about_ca_topic_score_gemma":0.004925635,"domain_scores_codex":[0.8673977,0.1213596,0.008773505,0.0006869825,0.001149173,0.0006330547],"domain_scores_gemma":[0.8343309,0.1591956,0.004857135,0.0006394691,0.0007093903,0.0002675368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02131003,0.00007366152,0.00001162362,0.002411243,0.0004709304,1.027571e-7,0.1457626,0.000006690374,0.00001935689,0.008545266,0.002516768,0.8188718],"study_design_scores_gemma":[0.1234796,0.001796707,0.0002278629,0.0616633,0.002006339,7.816705e-7,0.03426978,0.00008689093,0.00001013967,0.003844123,0.7721341,0.0004804349],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005630872,0.7816345,0.07166532,0.00499503,0.002774371,0.1286201,0.003041712,0.0001120209,0.001526079],"genre_scores_gemma":[0.002977872,0.9807419,0.002824843,0.0002393978,0.0003192545,0.009927169,0.0002126293,0.000039489,0.002717426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8183913,"threshold_uncertainty_score":0.9902619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9402261640022915,"score_gpt":0.7922587369164459,"score_spread":0.1479674270858456,"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."}}