{"id":"W4386268336","doi":"10.2196/42123","title":"Recruitment of Patients With Cancer for a Clinical Trial Evaluating a Web-Based Psycho-Oncological Intervention: Secondary Analysis of a Diversified Recruitment Strategy in a Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitätsmedizin der Johannes Gutenberg-Universität Mainz; Gemeinsame Bundesausschuss","keywords":"Psychological intervention; Medicine; Randomized controlled trial; Intervention (counseling); Clinical trial; Patient recruitment; Family medicine; Nursing; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01041341,0.0001616212,0.002198429,0.0004585889,0.0001355785,0.00001924155,0.0002041645,0.0002378671,0.0009374794],"category_scores_gemma":[0.00498054,0.0001224325,0.001011898,0.001836799,0.0003455149,0.0000778828,0.00002084307,0.0001911488,8.381388e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007654357,"about_ca_system_score_gemma":0.003379033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003635149,"about_ca_topic_score_gemma":0.01269806,"domain_scores_codex":[0.9929932,0.003467398,0.001949981,0.0004123055,0.0008208561,0.0003562134],"domain_scores_gemma":[0.9867702,0.01063221,0.001739982,0.0001698139,0.0005601662,0.0001276624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9394305,0.001273044,0.01394458,0.00006266181,0.001038944,2.521927e-7,0.00474057,0.0001687485,9.907318e-7,0.00007194591,0.0002476521,0.03902012],"study_design_scores_gemma":[0.9673613,0.00317508,0.02325027,0.0001628915,0.001434195,1.14905e-9,0.001890978,0.001857927,0.000001426363,0.00008561299,0.0006582757,0.0001220977],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9285177,0.0001983923,0.00001558874,0.0008625862,0.004126011,0.06599064,0.0001267481,0.00003060981,0.0001317516],"genre_scores_gemma":[0.7763169,0.0002757893,0.0001209168,0.00006917203,0.0005564388,0.2225226,0.00007148794,0.00001061993,0.000056096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1565319,"threshold_uncertainty_score":0.9999758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5319720998845798,"score_gpt":0.6007135141174943,"score_spread":0.06874141423291447,"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."}}