{"id":"W4239304614","doi":"10.1186/isrctn92827275","title":"Mindfulness virtual community","year":2016,"lang":"en","type":"dataset","venue":"http://isrctn.com/","topic":"Advanced Technologies in Various Fields","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Mindfulness; Psychology; Computer science; Psychotherapist","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008373376,0.002253503,0.0009878949,0.003059531,0.001327779,0.001891773,0.002730762,0.001627984,0.0534483],"category_scores_gemma":[0.004347913,0.0004334457,0.0009852031,0.0037517,0.0003697172,0.001805179,0.00325871,0.001796495,0.08511382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007065214,"about_ca_system_score_gemma":0.001502639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01593007,"about_ca_topic_score_gemma":0.05029499,"domain_scores_codex":[0.9991446,0.0002037077,0.00007109055,0.0002319454,0.0001810608,0.0001675943],"domain_scores_gemma":[0.9983895,0.0002231036,0.0001200107,0.0005163214,0.0003768185,0.0003743844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001400008,0.00007558881,0.001212089,0.0003327767,0.0000223066,0.00001718349,0.00004496738,0.0001778594,0.00008855408,0.0004177908,0.9914118,0.006059084],"study_design_scores_gemma":[0.0004703726,0.00009526654,0.007949287,0.0003557487,0.00004829213,0.000118635,0.0004491157,0.001601562,0.0006704897,0.002958259,0.9852366,0.0000462294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001954614,0.000217042,0.0002342645,0.0002051999,0.0001442524,0.0001121931,0.991062,0.001444134,0.00462626],"genre_scores_gemma":[0.002779834,0.00009472202,0.0005732767,0.00006552016,0.00002961918,0.0001533241,0.9928668,0.0001000789,0.003336838],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0534483,"threshold_uncertainty_score":0.1788024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034172095603162,"score_gpt":0.2720579737960189,"score_spread":0.2517162528399872,"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."}}