{"id":"W4406956475","doi":"10.2196/preprints.63597","title":"Constructing TheKeep.Ca With Thrivers of Cancer in Manitoba, Canada, in Support of Enhancing Patient Engagement: Protocol for a Pragmatic Multimethods Study (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Protocol (science); Psychology; Computer science; Medicine; World Wide Web; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.05860285,0.002485224,0.003400233,0.002792506,0.01350114,0.006276198,0.00558047,0.005315394,0.06634402],"category_scores_gemma":[0.05643242,0.004186939,0.004272685,0.004494676,0.00405283,0.003468223,0.005510413,0.0078348,0.008673988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0316211,"about_ca_system_score_gemma":0.1313898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2158868,"about_ca_topic_score_gemma":0.3284542,"domain_scores_codex":[0.9688379,0.01910057,0.002640317,0.002384379,0.002839093,0.004197787],"domain_scores_gemma":[0.9537449,0.01403128,0.004115987,0.005326251,0.01591737,0.006864278],"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":[0.09741805,0.05139811,0.01832429,0.05516502,0.001288008,0.002322336,0.06848872,0.006029108,0.003250122,0.02172538,0.356708,0.317883],"study_design_scores_gemma":[0.1950586,0.0345899,0.06015062,0.03540395,0.001220745,0.0002391704,0.07175796,0.003268749,0.003459903,0.01139749,0.582236,0.001217009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003466005,0.00009860534,0.001300125,0.0003248397,0.0001585288,0.9911542,0.002205992,0.00004211227,0.00124946],"genre_scores_gemma":[0.001459281,0.0000507352,0.001998454,0.0002002781,0.00001561828,0.9957905,0.000160127,0.000002992805,0.0003220557],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7841132,"threshold_uncertainty_score":0.4292603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1880190020499613,"score_gpt":0.4784449871516366,"score_spread":0.2904259851016753,"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."}}