{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1631579,0.002390385,0.006812159,0.003200958,0.001107963,0.002377758,0.001971854,0.004269266,0.009563129],"category_scores_gemma":[0.1546676,0.001156247,0.008407545,0.002869568,0.002684774,0.002860728,0.002186667,0.002349024,0.001135569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549853,"about_ca_system_score_gemma":0.004854959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00036803,"about_ca_topic_score_gemma":0.0004687269,"domain_scores_codex":[0.7939145,0.1710372,0.01766129,0.006319878,0.00854389,0.00252321],"domain_scores_gemma":[0.8798798,0.08268379,0.01463895,0.0140614,0.006666102,0.002070006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8309763,0.02021424,0.02034211,0.01497474,0.0281749,0.0002824011,0.00115856,0.002477617,0.003020216,0.001884203,0.002063042,0.07443161],"study_design_scores_gemma":[0.6959369,0.2186201,0.03595821,0.001925049,0.02126517,0.0001576752,0.0005338912,0.01342975,0.003523824,0.003649041,0.004808762,0.0001917042],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.4631551,0.005408693,0.04591203,0.0007580369,0.001414052,0.4780453,0.002220699,0.000403269,0.00268283],"genre_scores_gemma":[0.5302495,0.0006164499,0.0397315,0.001101913,0.0003982155,0.426104,0.0008324006,0.0000514332,0.0009146562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1631579,"threshold_uncertainty_score":0.8628716,"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."}}