{"id":"W4406511744","doi":"10.1016/j.yoph.2016.02.095","title":"10.1016/j.yoph.2016.02.095","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Beck Depression Inventory; Depressive symptoms; Psychiatry; Disease; Internal medicine; Anxiety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003559776,0.0007657829,0.0003947229,0.000853612,0.0007109071,0.001587997,0.0005431152,0.002104245,0.8382076],"category_scores_gemma":[0.0009491633,0.0002855506,0.0003613728,0.0003396175,0.0005519444,0.001673056,0.0007760585,0.001286587,0.663067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005426673,"about_ca_system_score_gemma":0.001019308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002283861,"about_ca_topic_score_gemma":0.002668264,"domain_scores_codex":[0.9998461,0.00001330089,0.00001241024,0.00004045024,0.00004607068,0.00004157065],"domain_scores_gemma":[0.9994261,0.00008494387,0.000079548,0.00002416497,0.0001488737,0.0002363241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003251982,0.0003146388,0.006260197,0.0005856776,0.00003492535,0.000874698,0.0001373169,0.00009625216,0.0008237333,0.003510937,0.3161669,0.6708696],"study_design_scores_gemma":[0.00009831225,0.0001990293,0.01043638,0.001687743,0.0000420846,0.008340471,0.0004057762,0.0002122812,0.0004443725,0.003887372,0.9742188,0.00002730627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007042888,0.02691093,0.001530251,0.01132848,0.003150051,0.0001081781,0.002031083,0.0009552794,0.9469429],"genre_scores_gemma":[0.02761746,0.01248455,0.001819935,0.003870712,0.001944031,0.00009343201,0.001328418,0.0001980948,0.9506434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1617924,"threshold_uncertainty_score":0.2307771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00555089622564183,"score_gpt":0.1882874327858657,"score_spread":0.1827365365602239,"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."}}