{"id":"W1978708624","doi":"10.1002/pon.938","title":"Public policy, human consequences: the gap between biomedicine and psychosocial reality","year":2005,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Western University","funders":"Health Canada","keywords":"Psychosocial; Distress; Biomedicine; Emotional distress; Health care; Public policy; Public health; Psychology; Medicine; Nursing; Political science; Clinical psychology; Psychiatry","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":[0.05645078,0.0006423135,0.001593103,0.002546876,0.008598751,0.01954662,0.002325523,0.0217041,0.01080533],"category_scores_gemma":[0.09965853,0.0005218066,0.000791994,0.002546919,0.05835662,0.02123226,0.0138804,0.02163366,0.001100888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01778516,"about_ca_system_score_gemma":0.04493586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01605846,"about_ca_topic_score_gemma":0.01295946,"domain_scores_codex":[0.960147,0.02640127,0.001159881,0.002452493,0.006011328,0.003828058],"domain_scores_gemma":[0.8688264,0.09984247,0.006006847,0.005117586,0.00825564,0.01195107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007567162,0.0001898708,0.003789218,0.000589497,0.00005226127,0.0002707774,0.005903981,0.0005666867,0.000217781,0.8364368,0.0934824,0.05842507],"study_design_scores_gemma":[0.00004742481,0.0001384561,0.006039939,0.003165799,0.00003916588,0.0003262561,0.02117284,0.0003901346,0.0002255821,0.739454,0.2288984,0.0001020126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001369457,0.005460284,0.0007613152,0.9841658,0.0009253236,0.00000843824,0.00002483732,0.000009590941,0.007274996],"genre_scores_gemma":[0.3979406,0.02405489,0.00300683,0.5635047,0.006787961,0.000208032,0.00008608938,0.00005800248,0.004352904],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05645078,"threshold_uncertainty_score":0.2985439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1554501982618426,"score_gpt":0.4341674239202407,"score_spread":0.2787172256583981,"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."}}