{"id":"W2047066633","doi":"10.1016/j.psychres.2004.09.003","title":"‘Alternative’ cures for depression—how safe are web sites?","year":2004,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Natural Compound Pharmacology Studies","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria Park","funders":"","keywords":"Depression (economics); Harm; The Internet; Medicine; Psychiatry; Internet privacy; Advice (programming); Alternative medicine; Psychology; Family medicine; World Wide Web; Social psychology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005792499,0.0001488615,0.0001792719,0.00003703779,0.0009399249,0.00009771978,0.0005555402,0.000104661,0.0001261072],"category_scores_gemma":[0.0001858855,0.00005488957,0.0001158923,0.000468103,0.0001871332,0.000127738,0.0002152674,0.0004686482,0.00007733244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000545132,"about_ca_system_score_gemma":0.00003367618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009294594,"about_ca_topic_score_gemma":0.001905974,"domain_scores_codex":[0.9982245,0.0001624859,0.00013793,0.0004359314,0.0004459942,0.0005931666],"domain_scores_gemma":[0.9988333,0.0005672532,0.00006815733,0.00007363566,0.0003211188,0.0001365222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005248645,0.000540912,0.5681824,0.00006905734,0.0001509384,0.00001040587,0.00009340911,0.00002865882,0.2477431,0.003489305,0.1717123,0.007454677],"study_design_scores_gemma":[0.002684198,0.001304129,0.5673787,0.0001565936,0.00003716819,0.00002304055,0.001566017,0.0001531761,0.004945029,0.1443698,0.2766378,0.0007444247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334047,0.003498618,0.000002818387,0.06081726,0.0007155013,0.0005557098,0.0000940619,0.00009123897,0.0008201175],"genre_scores_gemma":[0.9964042,0.0001889206,0.0006319532,0.0004130993,0.001512269,0.0001432491,0.00002291099,0.000002450923,0.0006808874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2427981,"threshold_uncertainty_score":0.7229238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1376585697797082,"score_gpt":0.4084969611189772,"score_spread":0.2708383913392689,"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."}}