{"id":"W4413853809","doi":"10.1002/pon.70271","title":"Expanding Psycho‐Oncology Services in India: Perspectives From Physicians in Cancer Care Centres","year":2025,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Psycho-oncology; Cancer; Oncology; Family medicine; Clinical Oncology; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002904649,0.0002486572,0.000295111,0.0006494778,0.01310553,0.005805154,0.0011582,0.001843245,0.002481528],"category_scores_gemma":[0.005798743,0.0003892362,0.0002764181,0.001195337,0.005471241,0.002007236,0.004253113,0.003918967,0.0002878842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006414908,"about_ca_system_score_gemma":0.01213705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02934188,"about_ca_topic_score_gemma":0.06743553,"domain_scores_codex":[0.9948292,0.002807286,0.0001246089,0.0002484921,0.0005042238,0.00148614],"domain_scores_gemma":[0.9880761,0.005834368,0.001450853,0.0001549842,0.0008791503,0.003604521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003564385,0.00005478725,0.01721476,0.0002888111,0.000009994233,0.0032732,0.9661664,0.00004781483,0.0008468691,0.001280025,0.004542963,0.006238853],"study_design_scores_gemma":[0.000002873983,0.00004117975,0.007175392,0.0001447265,0.000005455557,0.0007040034,0.9795972,0.00002315405,0.0001131378,0.0000801855,0.01210221,0.00001061427],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638871,0.002649609,0.000160325,0.02533933,0.000151397,0.00003370663,0.00006597128,0.000008914178,0.007703686],"genre_scores_gemma":[0.9888641,0.002435769,0.0002021234,0.007076669,0.0000745068,0.00001955954,0.00002156361,0.000006804868,0.001298996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02934188,"threshold_uncertainty_score":0.05834216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299083899950136,"score_gpt":0.375528084239644,"score_spread":0.3625372452401426,"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."}}