{"id":"W4416723854","doi":"10.25259/ijn_398_2025","title":"From Policy to Practice: A SWOT Analysis of India's Organ Transplantation Regulatory Framework","year":2025,"lang":"en","type":"article","venue":"Indian Journal of Nephrology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"SWOT analysis; Transplantation; Desk; Organ donation; Organ transplantation; Accountability; Best practice; Thematic analysis","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":[0.02440355,0.0004720022,0.0005830464,0.006605783,0.006804553,0.01065094,0.002081093,0.001672011,0.004462744],"category_scores_gemma":[0.03915061,0.0006250875,0.0006109404,0.01169596,0.008544287,0.006809686,0.006719984,0.002672071,0.0004034669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03494232,"about_ca_system_score_gemma":0.03319547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03964232,"about_ca_topic_score_gemma":0.03933004,"domain_scores_codex":[0.9677207,0.02162008,0.001248909,0.001151013,0.003706139,0.004553146],"domain_scores_gemma":[0.943582,0.04410131,0.003803177,0.00136721,0.005379971,0.001766363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001412348,0.0003118983,0.03561125,0.00198829,0.00005056532,0.002663789,0.7822403,0.003728796,0.001003157,0.1220997,0.007133115,0.04302791],"study_design_scores_gemma":[0.00001555615,0.00007023279,0.0129919,0.0007443637,0.00002049811,0.0001143036,0.9555961,0.002087746,0.0002764133,0.006816648,0.02123856,0.00002758649],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329167,0.0006435841,0.00956737,0.01018509,0.00005588887,0.002325691,0.00209032,0.00004621744,0.0421691],"genre_scores_gemma":[0.9863366,0.0004704336,0.008381394,0.000881129,0.00001044239,0.001294223,0.0006048126,0.00004284178,0.001978009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03964232,"threshold_uncertainty_score":0.2535255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006132040937167046,"score_gpt":0.3181553129269538,"score_spread":0.3120232719897867,"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."}}