{"id":"W2922192302","doi":"","title":"Provision of Near Glasses Improves Productivity in Indian Tea Pickers: PROSPER Randomized Trial","year":2018,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Agricultural and Food Sciences","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Productivity; Randomized controlled trial; Agricultural economics; Business; Operations management; Economics; Medicine; Economic growth; 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":[0.001631358,0.002178088,0.004804611,0.0005650451,0.0009614982,0.001743754,0.001697948,0.002936712,0.01227954],"category_scores_gemma":[0.003489397,0.001066962,0.005133446,0.0008993581,0.001701036,0.001346803,0.001040547,0.004449873,0.001195367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363931,"about_ca_system_score_gemma":0.002042968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006831936,"about_ca_topic_score_gemma":0.00981319,"domain_scores_codex":[0.9988186,0.0005163244,0.0001158585,0.000239467,0.00007628167,0.0002333827],"domain_scores_gemma":[0.9978942,0.0006715811,0.0005464828,0.000172846,0.0001304778,0.0005843644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9839483,0.003361576,0.0007374701,0.00181445,0.003723648,0.00002933516,0.00004527126,0.0001139884,0.0003629461,0.00006518576,0.0006309035,0.005166924],"study_design_scores_gemma":[0.9723638,0.02146786,0.00188505,0.0002095136,0.003413272,0.00001316419,0.00006053046,0.00009988764,0.00006935279,0.0001580597,0.0002406563,0.00001892564],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555075,0.02689945,0.000934281,0.002325631,0.00239564,0.005488286,0.002787559,0.000216442,0.003445166],"genre_scores_gemma":[0.9803153,0.008521192,0.001319468,0.001748088,0.001098646,0.003209499,0.001135618,0.00002618714,0.002625981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01227954,"threshold_uncertainty_score":0.04107916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03189691475467439,"score_gpt":0.3009877879252855,"score_spread":0.2690908731706111,"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."}}