{"id":"W4403072429","doi":"10.3390/cancers16193373","title":"The Cancer Patient Empowerment Program: A Comprehensive Approach to Reducing Psychological Distress in Cancer Survivors, with Insights from a Mixed-Model Analysis, Including Implications for Breast Cancer Patients","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Cancer survivorship and care","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Medicine; Randomization; Randomized controlled trial; Distress; Quality of life (healthcare); Breast cancer; Cancer; Physical therapy; Clinical psychology; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008035422,0.0007970336,0.0009922255,0.0007005379,0.000370958,0.0006364696,0.0009105821,0.0004522128,0.00264224],"category_scores_gemma":[0.007364173,0.0002447646,0.001819947,0.0004835277,0.0002539861,0.0005592793,0.001130649,0.0007629204,0.00007279739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006912855,"about_ca_system_score_gemma":0.002007157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002265383,"about_ca_topic_score_gemma":0.004796234,"domain_scores_codex":[0.9938276,0.005660526,0.00006492752,0.0001512766,0.0002147775,0.00008088333],"domain_scores_gemma":[0.9971811,0.00236741,0.0001742769,0.0001208391,0.00006319442,0.00009324063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01036439,0.0122862,0.0331356,0.00364228,0.009505168,0.0003542133,0.001996315,0.03131944,0.003580143,0.01008201,0.00648847,0.8772457],"study_design_scores_gemma":[0.01564049,0.09575107,0.1189434,0.002194611,0.01500539,0.0008695733,0.003001967,0.6687192,0.007871599,0.04116048,0.0304658,0.0003764723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7108314,0.006442488,0.2643767,0.004552673,0.0003082125,0.007624049,0.001025497,0.0006711335,0.004167797],"genre_scores_gemma":[0.7462024,0.002955798,0.2364045,0.0005112339,0.0001756139,0.01127147,0.0003643106,0.00005428499,0.002060416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008035422,"threshold_uncertainty_score":0.04249591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04108745662217774,"score_gpt":0.359834785190107,"score_spread":0.3187473285679293,"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."}}