{"id":"W4402222439","doi":"10.1007/978-3-030-51366-5_149","title":"Online Consumer Tools and Support","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Computer science; Business","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":[0.0003124275,0.0007141784,0.000305021,0.001323863,0.00106683,0.004128893,0.0007891783,0.002402046,0.1993571],"category_scores_gemma":[0.0009859969,0.0003027776,0.0002631537,0.001614992,0.0006847144,0.004850908,0.002251083,0.001770008,0.07770903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008486725,"about_ca_system_score_gemma":0.0008843851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001474694,"about_ca_topic_score_gemma":0.005755014,"domain_scores_codex":[0.9997079,0.00005660023,0.000008075403,0.00002427988,0.0001699385,0.00003316901],"domain_scores_gemma":[0.9997265,0.0001416609,0.00001225244,0.00003327944,0.00004472677,0.00004159657],"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":[0.00001045223,0.00009803518,0.00009098196,0.0001749255,0.000002246052,0.00008597429,0.0005269847,0.00008046814,0.0003360006,0.05706936,0.5788546,0.36267],"study_design_scores_gemma":[0.000002061163,0.000009489229,0.0001950932,0.0001775015,0.000001294173,0.0001241179,0.0002606261,0.00007474969,0.00008924314,0.009306362,0.9897563,0.000003219484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005452151,0.00720177,0.00157139,0.002300265,0.0008032438,0.00003246281,0.00008079841,0.0001567748,0.9873081],"genre_scores_gemma":[0.00287842,0.006021353,0.001270399,0.001228014,0.000326072,0.00004212603,0.0001166435,0.00008333362,0.9880337],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1993571,"threshold_uncertainty_score":0.666916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09555685865560509,"score_gpt":0.4066269183027568,"score_spread":0.3110700596471517,"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."}}