{"id":"W4405910954","doi":"10.2196/64747","title":"An App-Based Intervention With Behavioral Support to Promote Brisk Walking in People Diagnosed With Breast, Prostate, or Colorectal Cancer (APPROACH): Process Evaluation Study","year":2024,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Intervention (counseling); Prostate cancer; Prostate; Medicine; Process (computing); Cancer; Psychology; Physical therapy; Multimedia; Computer science; World Wide Web; Internal medicine; Nursing","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":[0.01366547,0.001516637,0.001447289,0.00148451,0.001127866,0.00157114,0.001264141,0.001597598,0.002661123],"category_scores_gemma":[0.01418099,0.0008127925,0.001927699,0.001330856,0.0009048281,0.001263642,0.002177153,0.001449361,0.0003391058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020529,"about_ca_system_score_gemma":0.006747466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003041334,"about_ca_topic_score_gemma":0.003482663,"domain_scores_codex":[0.9891449,0.00641055,0.0009706935,0.000853484,0.001483324,0.001137033],"domain_scores_gemma":[0.9922518,0.003788914,0.001288457,0.0004425598,0.001176668,0.001051461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"qualitative","study_design_scores_codex":[0.06172707,0.4537612,0.01954269,0.01175553,0.001131883,0.0004747201,0.0175729,0.003128128,0.006997817,0.0007381094,0.001567475,0.4216025],"study_design_scores_gemma":[0.1061781,0.8040044,0.06560496,0.001689456,0.001701261,0.0002000003,0.006169146,0.00293121,0.004394892,0.0005331924,0.006417504,0.0001758547],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662889,0.0002852178,0.001325557,0.0001337115,0.00005954126,0.03048464,0.0002365486,0.00005791672,0.001127995],"genre_scores_gemma":[0.8702234,0.001456978,0.02038917,0.0003732262,0.0001701744,0.1055374,0.000447928,0.00002236413,0.001379364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01366547,"threshold_uncertainty_score":0.07227075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198941882715551,"score_gpt":0.3849896248013944,"score_spread":0.3630002059742389,"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."}}